2

Search results for: “2”

  • Soccer 10 Fixtures

    In Conclusion South African housing data, title deeds, RDP housing details, and more are easily accessible with HSSOnline. The platform ensures that users will gain access to live data that can influence housing decisions based on actual information. Bettingodds always aims to bring you quality soccer predictions. We update our predictions everyday so that you can have your predictions ready for today.

    What is the RDP Housing Program?

    • See the prediction for soccer 10 on overall outcome as well as the correct score prediction.
    • Soccer 10 increases the stakes and tests your knowledge across ten matches every week.
    • {

    • Bettingodds always aims to bring you quality soccer predictions.
    • |}{

    • Performing an RDP House Status Check is an essential step in ensuring your application is on track.
    • |}

    • If issues persist, contact the portal’s support team for assistance.
    • {

    • The platform ensures that users will gain access to live data that can influence housing decisions based on actual information.
    • |}

    At Bettingodds we provide you with the best soccer 10 predictions and betting tips. Soccer 10 increases the stakes and tests your knowledge across ten matches every week. You can select multiple options for each match and increase your chances of receiving a payout.

    Soccer 6 Zone Features

      {

    • Navigating the vast online world of housing subsidies in South Africa can seem daunting.
    • |}{

    • In Conclusion South African housing data, title deeds, RDP housing details, and more are easily accessible with HSSOnline.
    • |}

    • If you’ve applied for an RDP house, staying informed about your application status is critical.
    • Soccer 10 is a popular prediction betting game in South Africa.
    • {

    • Then take that total and multiply it by 2 to calculate the cost of the bet.
    • |}

    • These predictions are based on historical data and our mathematical algorithm.

    See the prediction for soccer 10 on overall outcome as well as the correct score prediction. Registered users will gain access to live data relating to their specific projects. If issues persist, contact the portal’s support team for assistance.

    SASSA Child Support Grants for Teenage Parents in South Africa

    You can view updated potential dividends for winning bets whilst the matches are on the go. This live information will get your heart pumping and your eyes popping as you move into the winner’s circle. Navigating the vast online world of housing subsidies in South Africa can seem daunting.
    {

    • There are also win amounts for 9 and eight correct predictions out of the ten.
    • {

    • With a multiple entry, you can choose more than one option in one or more matches.
    • |}{

    • You can select multiple options for each match and increase your chances of receiving a payout.
    • |}{

    • This live information will get your heart pumping and your eyes popping as you move into the winner’s circle.
    • |}

    • At Bettingodds we provide you with the best soccer 10 predictions and betting tips.
    • Registered users will gain access to live data relating to their specific projects.

    |}

    Soccer 13 at Interbet

    This guide aims 7Gold casino to break down the steps and provide insights into the hssonline v3 system. If 80% portion of pool not won, it shall be carried forward to the 80% portion of a selected Soccer 10 pool. As new Soccer 10 pools are announced almost daily, we update the soccer 10 fixtures as soon as they come out.

    Challenge 1: Long Waiting Times

    There are also win amounts for 9 and eight correct predictions out of the ten. The Soccer 10 pool runs on most days but the mid-week and weekend action is normally the hottest ticket in town. Performing an RDP House Status Check is an essential step in ensuring your application is on track. Delays are common, so it’s important to regularly check your status. These predictions are based on historical data and our mathematical algorithm.
    {

    Soccer 10 Predictions

    |}
    If you’ve applied for an RDP house, staying informed about your application status is critical. With a multiple entry, you can choose more than one option in one or more matches. Then take that total and multiply it by 2 to calculate the cost of the bet. Soccer 10 is a popular prediction betting game in South Africa.

  • ????? ??????????: ?????? ???? ?????????? ?? ???????????

    ?? ?? ???????, ????? ?????????? – ?? ?????? ????. ???? ???????? – ??????????, ?? ?????? ??????? ??? ????????? ????? ????????? ??? ?????????. ?? ??????? ??? ????-??????????, ??? ?????? ?????? ?????????? ??? ??????, ?????-?????????? ????????? ????????? ??? ???????????? ?? ???? ????????? ????????? ?????. ????? ?????????? ???????? ???-??????? ???? ???????? ?????? ? ?????? ????????? ??????? ??? ?????????? ??????????? ?? ???????. ?????????? ?? ??????????? ??????? ??????? ??? ??? ????????????, ????????, ???????????? ?? ?????????????? ?????????? ?????? ? ?? ?????????? ? ???????? ????????? ??? ??????? ?????????? ????????? ? ??????????? ??????????. Fuzz testing — ?? ????? «?????? ????» ??? ????? ???????.

    ?????????? ?????????? ????????? ?????????

    ?????-?????????? (Stress Testing) ????????? ??????? ?? ?? ????????? ? ??????? ??????? ? ?????? ??????????? ???????? ???????????? (?????? ?? ??????? ?????? ? ????????????? ??????, ???? ??????????? ?? ????????). ?????-?????????? ???????????, ??? ????????????, ?? ??????? ?? ???? ???????? ??????????? ?????? ? ????????? ?????????. ????????? ?????????? ????????? ?????? ????? ??????? ?? ???????? ??????????? ?????? ????????? ??????? ? ?????????? ????????? ???????? ?????????. ??? ??????? ???? ???????????? ????? ???? ????-???? ??????????, ?? ????????? ????????? ?????, ????? ????? ???????? ?????? ??????????? ??????????. ?? ???????, ????-??? ????????? ???????????? ? ?????? ??????????? ? ??????? ???????????. ?????????? ????? ??????????? ?????????? ???????? ?????????? ??? ???????????.

    ???? Stlc ? ??????? ??????????? ?? ?????????? ??

    ????????????? ????? ?????? ??????????? ?? ???? ?????? ?????????? (?????????????, ??????????????, ??????????, ????????????). ?? ???????, ?? ??????? ?????????? ? ???????, ?????????????? ????????????? ??? ? ??????? ???????? ???????????? ??????? (Use case). ????????????? ?????????? ?????? ???????? ???????????? ???????. ???????? ?????????????? ? ??????? ? ???-??????? ?????? ??????, ??? ? ??????? ????????. ??????? ??????????? ? ??????????? ????, ? ????, ?? ?????????? ???????, ? ?? ????? ???? ????????????????. ? ????? ????????????? ???????? ?????? ?? ?????????????? ???-????????.

    ?????????? ?????????? ????????? ?????????

    112.?? ? ???? ????????? ????? Android ??? Appium? ????? ???????????? ???????? ??? ????? ??????????. ??? ??????????????? ?????????? ???????????????? ?????????????? ??????????? (?????????, Selenium, Cypress), ?????????? ?????????????? — JMeter, ??? ?????????? ??????? — Burp Suite. ??????? ????? ??????????? ?????? ?? ?????? ???????.

    ??, ? ???? ? ?????????-?? ???? ?????? ???, ??? ?? ???????? ?????? «????? ?? ????». ?? ????, ? ???? ??????? ?? ??????? ????? ?????????? ?? ???????????. automation qa engineer ????????????? ?????????? ??????? ????? ????????? ?????. ?????????? ?????????? ????? ???? ????????? ? ??????????? ? ??????????.

    ????????? ???????

    ???????? ????????? ???????? (Severity) S1 ???????? (Blocker) ???????? ???????, ?? ????????? ??????? ? ????????? ????, ? ?????????? ????? ???????? ?????? ? ?????????? ???????? ??? ?? ????????? ????????? ???? ?????????. ??????? ???????? ????????? ??? ?????????? ?????????????? ???????. ??????? ???????? ????????? ??? ????????? ?????? ? ????????? ????????? ??????????? ????????.

    ?????????? ?????????? ????????? ?????????

    ? ? ????????????????, ??? ???? ????????? ??????? ??????. ?? ?? ??? ??????, ??????????? ??????? ????????? ?????, ???????? ?????????, ??????? ????? ? ?????????. ??? ??????, ?????????????? ?????????? ???????? ? ??????? ???????, ???????? ??? ?????????? ???????? ?? ????????? ???????? ?? ???????. ?? ??????, ?? ?????????? ?????????? ?????, ??? ????????????.

    ??? ??????? ????? ?????????? ?????? ??????????? ?????????

    ????????????? ?????????? ????????? ???????? ???? ????? ?? ???????? ? ??????? ????, ?? ???????????? ????????? ????????? ?????????????, ??????????????? ?? ????????? ?????. ???? ???? ???????????? – ???????????? ?????????? ???????? ?? ??????. ?? ?????????? ???????????? ??????????? ??????? ?????????.

    ?????????? ?????????? ????????? ?????????

    ?? ???????? ??????? ?????????? ??? ??????? ?? ??????????? ??????????? ??? ???????????. ????? ??????????? ???? ???????????? ?????????????? https://wizardsdev.com/ ??? ?????????. ??? ???????? ?????? ??????????? ????????? ???????????. ??? ????? ?? ???????? ????????????? ???? ??????????.

    ?? ?????????? ??????????????? ??????????, ?? ???? ????? ???????? ?????????????. ???????????? ?????? ??????, ???????? ?? ???????????????? ???????, ??? ????? ????? ???????? ????????? ??????? ????????? ? ?????? ??????????. ??????? ????????? – ?????????? ?? ??????????????. ?? ????????? ??? ????, ??? ?’???????, ?? ???????? ????? ???????????? ???????. ????????? ????????????? ? ???????????? ??????, ???? ???? ??????? ??????????? ?????? ????????????. ?? ?????????? ????? ???????, ?? STLC ? ?????’????? ???????? ???????? ???????? ??.

    ????? ?????????? ?????????? ??????? ?????? ???????? ?????? ? ????, ? ?? ????????? ??????. ??????????? ?????????? (Adaptation Testing) – ????????? ????, ?? ???????? ??????? ??????????? ?? ?????, ?? ??????? ????????? ????, ?????. ?? ??????? ????? ?????????? ????? ?????? ??, ??? ????????? ?????????? ? ????, ???? ??????????????? ????? ? ?????? ????????. ? ???????? ?????? ??????? ?????????? ?? ?????? ????-?????? ?? ?????? ?????? ?????????? ?? ??????? ??? ? ??????? ???? ?? QA ?? AQA. ???? ?????? ??? ?? ???? ??????????, ?? ???? ???? ????????, ?? ????????? ??????????? ?? 3 ???????, ??? ???????. ???? ?????, ? ? ????? ????? ????????? ?????? ?? construct tools — Maven/Gradle ??? Java, ?????????.

    ?????????? ?????????? ????????? ?????????

    ??????????????? ?????????? – ?? ??? ??????????, ???? ????????? ??????????? ?????? ??????????? ????????????, ?? ?? ???’????? ? ?????????????? ???????????. ????????? ?????? ???? ???????? ????????? ????????. ?? ????? ????????? ?????????? ???? ??????? ongoing testing – ?????? ???????????? ????????? ?????? ???????? ???????? ?????? ????? ????????. ?? ???? ???? ???????? – ?????-???????, ????? ????????? ????????? ????? ???????????? ??? ??????? ?? ?????. ??? ????????? ?????????? ??????? ???????? ??????????? ????? ?????? ??? ??????????? ??????, ? ????? ???????? ???????? ??????? ?????????? ?????.

    ????????? ??????? ???? ?????? ?????? ?? ????????????? ?? ?????????? ??????????, ? ?????? ? ?? ????????? ???????. ? ???????????? ???????? ?????????????? ??????? ????? ?? ??????-???????? ??????? ??? ????-????? ??????? ??????????? ????????. ?? ?????????? ????????????? ????????, ???? ???? ????????????????? ??? ????????? ?? ??????? ????????? ?????-?????????? ???-????????.

    • ??? ?????????? ?????????? ?? ??????? ? ???? ????? ??? ??????????, ??? ????????? ?? ????? ?????? ??? ?????????? ??????? ????????.
    • ????? ????????? ?????????? ??? ????? ??????? ?????? ??????????? ? ??????????? ???????? ????????.
    • ????? ?????????? ????? ? ?????? ?????????? ???????????? ???????.
    • 1) ?????????? ?????????? ?????????????? ????????? ?????? ????? (3-5).
    • 5) ?????????? ????????? ???????????? (Load time testing) – ?????????, ????????? ?????? ??????? ???????????? ? ????????????? ?????? ???????? (???????????, ???? ?????, ???????).

    7) ?????????? ??????????????? (Scalability testing) – ????????? ??????? ?? ?????????? ?????????????? ?? ??????????? ?? ?? ????? ?????????? ???????????? ??? ?????? ???????????? ?????. 5) ?????????? ????????? ???????????? (Load time testing) – ?????????, ????????? ?????? ??????? ???????????? ? ????????????? ?????? ???????? (???????????, ???? ?????, ???????). ????????????? ??????????, ??????, ???????, ??? ????????? ????????, ?? ?? ???????????? ??????, ?? ??????? ???????? ? ?????????? ??????? ???? ????????.

    ????????????? ?????????? – ?? ??, ?? ???????????? ??????? ? ???????? ? ????????????? ??????? ? ???????????, ? ????? ????????? ????????????? ????????. ? ??????? ???????? QA ?? ???????? ??????? ???? ?????? ????????? ????? ? ????? ??????????. ??????? ????? ????????????, ? ????? ??????? ?? ????? ????? ?????????? ??????? ??? ????, ??? ???? ??????? ????? ????? ????????, ?? ????????????? ????????? ??????????. ??’??????? ????? ??? ?????????? ????? ?????? ? ????-???? ??????, ???? ?????? ????????????? ? ?????? ???????? ???? ??????? ? ?????? ?? ??? ??? ??????????.

    ????????? (Priority) – ?? ???????, ???? ?????? ?? ?????????? ????????? ???????? ??? ???????? ???????. ????? ???????, ?? ?? ?????????? ????????? ? ?????????? ?????. ??? ???? ?????????, ??? ?????? ???????? ????????? ??????. ???? ?? ????? ???????????? ?????????????? Retesting ??????????.

  • How to draw doge Doge

    James Fishback, the advisor who came up with the concept of a DOGE Dividend check, suggested that the payments be distributed after DOGE finishes its work in July 2026. If payments are indeed distributed, the poll results indicate that the checks could help boost Trump’s favorability right before the midterm elections. This is very important, make sure to clean your paint brushes really good.

    Foreign Funding, Ranked Choice Voting Top Election Integrity Concerns, Report Finds

    Take a medium size paint brush and paint the upper part of the head with the darker brown and his little patch of fur on the bottom right and some of the legs. You use the pencil to sketch doge on the canvas so you can paint over it, use a reference image when you draw it if you’d like. Mastering this element of drawing a Shiba Inu is quite difficult and takes a lot of practice – especially if it’s in the realistic style of drawing. A subreddit for sharing, discussing, hoarding and wow’ing about Dogecoins. Doge is a great subject for beginners and experienced artists alike. We hope you had fun following this tutorial and that your final drawing looks just as adorable as ours.

    • They’re cute, they’re cuddly, and they make great companions.
    • This urajiro can only be appreciated once the Shiba Inu outline has been shaded and / or colored in.
    • First things first, you’ll need some paper and a pencil.
    • Another poll from Napolitan News Service of 1,000 registered voters found that 59% support returning 20% of DOGE’s savings to Americans.
    • Inside the circle you’ve just drawn, add two identical, overlapping circles.

    However, the lawmakers add that they wish to cooperate with Johnson and Thune on ensuring that the continuing resolution deal gives the president the power he needs to continue pursuing his campaign promises. Kyle Schutt, a software engineer at the Cybersecurity and Infrastructure Security Agency, is listed as drawing a salary of $195,200 through GSA, where he is assigned to the Office of the Deputy Administrator. That is the maximum amount that any “General Schedule” federal employee can make annually, including bonuses. “You cannot be offered more under any circumstances,” the GSA compensation and benefits website reads. Some staffers at Elon Musk’s so-called Department of Government Efficiency are drawing robust taxpayer-funded salaries from the federal agencies they are slashing and burning, WIRED has learned. If you followed the steps correctly then congratulations you are now the proud owner of a doge painting.

    Dip a medium paint brush into the lighter brown mixture and paint the stomach, lower head and inside of the ears. First mix the toffee brown and primary how to link paypal and coinbase bitcoin station yellow to make a yellowish brown color. Then for the second color mix toffee brown and light yellow to make a color similar to the first but brighter. Also, although the style of kawaii is so simple, there are definite design rules and principles that the average non artist will fail to notice and appreciate.

    Now, let’s emphasize Doge’s expressions by drawing exaggerated lines around the eyes and mouth. These lines should follow the contours of the face and add a touch of whimsy to your drawing. Moving on to the nose and mouth, draw a small upside-down triangle in the center, just below the eyes. Then, draw a large, curved line below the nose to form the mouth. Moving on to the side of the Dodge Charger, draw the doors and windows using light and accurate lines.

    • You can edit any of drawings via our online image editor before downloading.
    • Republicans overwhelmingly support it, while Democrats are evenly divided,” Napolitan said in a statement obtained by Center Square, a conservative news website.
    • The Washington Post recently reported that his companies have received more than $38 billion in government funding over the past two decades.
    • However, after much time and patience, I did manage to glean some insights on the art of drawing a simple but cute Shiba Inu.
    • If payments are indeed distributed, the poll results indicate that the checks could help boost Trump’s favorability right before the midterm elections.
    • Doge is often used in memes and is often accompanied by the words “such x”, “many x”, “so x”, and “very x”.

    Black Doge

    While 83% of Republicans surveyed favor the plan, 58% of Democrats who responded also approve. Participants identifying as independents largely align with this sentiment (61% approve), demonstrating broad appeal across the political spectrum. Support within the poll also cut across all income categories too and across white- and blue-collar workers. While a DOGE Dividend check is still conceptual, the 5 biggest cryptocurrency exchanges in the world you should know about J.L.

    Related posts:

    Draw it very lightly—it’s just a guide line and we’re should i sell my bitcoin experts predict what will happen to the price not going to need it after it’s used. In today’s tutorial, I’ll be showing you how to draw a doge, and how to enhance your drawing with color and shading. To add some depth to the fur, add some shading around the edges of the fur. The kawaii style is usually thought of as a cutesy style aimed at young children, especially young girls. Mastering this element of drawing a Shiba Inu is quite difficult and takes a lot of practice – especially if it’s in the realistic style of drawing. If you can get the eyes right, your drawing should look great even if other elements of the drawing are off.

    ‘Come Out Swinging’: GOP Members of Congress Anticipate Trump’s Address

    Watch our video previews and then draw it yourself with our easy to follow lessons. Doge looks quite stocky lastminute com cloud devops engineer full remote working smartrecruiters in this perspective, so it’s going to be easy to build his body out of simple shapes. In this article, we’ll show you how to draw Doge using its distinctive colors to enhance your drawing. Next, use a series of how to start crowdfunding in bitcoin for free curved lines to draw Doge’s furry neck and chest. Use shading to create a three-dimensional appearance, giving the doors and windows depth and dimension.

    Gradually build up the shading, starting with lighter strokes and gradually going darker to achieve a realistic effect. There’s also a tutorial on drawing a cute dog kawaii style towards the end of this article. Before sketching your kawaii Shiba Inu outline, be sure to keep in mind the kawaii design principles listed above.

    Image Details

    Partners on February among 1,001 registered voters, found that there was “overwhelming cross-party support” with 67% of Americans backing the proposal and 46% strongly supporting it. Notably, “One in four Democrats and almost half of independents say receiving the dividend will make them more likely to vote for a Republican congressional candidate,” the poll found. Although Musk has described DOGE as “maximum transparent,” it has not made its spending or salary ranges publicly available.

    how to draw a doge: How To Draw a Cute Dog A Shiba Inu Doge

    The third circle should be the same size as the two smaller circles, and intersect them both evenly.

    Furthermore, 20% of those who voted for Kamala Harris in the 2024 election said that a DOGE Dividend check would make them more likely to vote for a Republican congressional candidate in 2026. Another poll from Napolitan News Service of 1,000 registered voters found that 59% support returning 20% of DOGE’s savings to Americans. Republicans overwhelmingly support it, while Democrats are evenly divided,” Napolitan said in a statement obtained by Center Square, a conservative news website.

  • Statistically Sound Machine Learning for Algorithmic Trading of Financial Instruments ????

    statistically sound machine learning for algorithmic trading of financial instruments

    To secure the investments we need to move to a new Entrepreneur Gateway- “Stock Market”. To cope with that, this work proposes an alternative to model the distributed Stock Exchange Scenario with ontologies and their futuristic predictions. The proposed model considers that each investor can invest using information obtained by communication with different traders or investors. Each investor has its knowledge represented by ontologies, which is composed of technical knowledge together with internal training states of the data to present the graph. Our preliminary results show the possibility to use ontologies as knowledge representation mechanisms for domains that consider the human emotional dimension for decision-making processes.

    statistically sound machine learning for algorithmic trading of financial instruments

    Browse Books

    Enter your mobile number or email address below and we’ll send you a link to download the free Kindle App. Then statistically sound machine learning for algorithmic trading of financial instruments you can start reading Kindle books on your smartphone, tablet, or computer – no Kindle device required.

    Computational Models of Algorithmic Trading in Financial Markets

    • Readers also say the book is engaging, clear, practical, grounded, and supports developing more types of trading models.
    • Individual and small-time investors have to generate a portfolio of common stocks to reduce the overall risk and generate reasonable returns on their investment.
    • In other words, we can say that Stock Market is the way out for every investor in Today’s time to make their money by scoring profits in the market itself.
    • This research proposal outlines a comprehensive study aimed at forecasting stock and currency prices using state-of-the-art Machine Learning (ML) techniques.
    • In the dynamic world of financial markets, accurate price predictions are essential for informed decision-making.
    • They also say it’s the best book on trading system development, with sophisticated, robust, and valuable insights.

    As part of this thesis, the researcher has designed and developed a Financial Decision Support System (DSS) for selecting stocks and automatically creating portfolios with minimal inputs from the individual investors. The Financial DSS is based on a System Architecture combining the advantages of Artificial Intelligence (AI), Machine learning (ML) and Mathematical models. The design and development of the Financial DSS is based on the philosophy to combine various independent models and not rely on a single stock price model to increase the accuracy and reliability of the stock selections and increase the overall Return on Investment (ROI) of the stock portfolio. The AI/ML stock models are independently trained using historical financial data and integrated with the overall Financial DSS.

    Statistically Sound Machine Learning for Algorithmic Trading of Financial Instruments-David_Aronson.pdf

    Finally, the Financial DSS tool with a graphical user interface is built integrating all the three models which shall be able to run on a general-purpose desktop or laptop. To reliably validate the Financial DSS, it has been subjected to wide variety of stocks in terms of market capitalization and industry segments. The Financial DSS is validated for its short term and long-term Return on Investment (ROI) using both historical and current real-time financial data.

    statistically sound machine learning for algorithmic trading of financial instruments

    The researcher has reported that the accuracy of the AI/ML stock price models is greater than 90% and the overall ROI of the stock portfolios created by the Financial DSS is 61% for long term investments and 11.74% for short term investments. This system has the potential to help millions of individual investors who can make their financial decisions on stocks using this system for a fraction of cost paid to corporate financial consultants and value eventually may contribute to a more efficient financial system. Today it is globally known that there is no point in investing your money into a new venture or a start-up business. It is being observed that in Today’s time, the market has turned out to be financially volatile due to aggressive competition between the vendors for the same products in the market. Because of the various financial and economic crises in the industry, today, every person smells it risky to put the money in any ongoing business.

    In the dynamic world of financial markets, accurate price predictions are essential for informed decision-making. This research proposal outlines a comprehensive study aimed at forecasting stock and currency prices using state-of-the-art Machine Learning (ML) techniques. By delving into the intricacies of models such as Transformers, LSTM, Simple RNN, NHits, and NBeats, we seek to contribute to the realm of financial forecasting, offering valuable insights for investors, financial analysts, and researchers. This article provides an in-depth overview of our methodology, data collection process, model implementations, evaluation metrics, and potential applications of our research findings. The research indicates that NBeats and NHits models exhibit superior performance in financial forecasting tasks, especially with limited data, while Transformers require more data to reach full potential. Our findings offer insights into the strengths of different ML techniques for financial predict…

    Some of the stock portfolio tools available in the market use AI/ML techniques but are mostly built using technical indicators which makes them only suitable for general trend predictions, intraday trading and not suitable for long term value investing due to wide variances and reliability issues. The availability of a Financial Decision Support System which can help stock investors with reliable and accurate information for selecting stocks and creating an automated portfolio with detailed quantitative analysis is lacking. A Financial Decision Support System (DSS) that can establish a relationship between the fundamental financial variables and the stock prices that can VII automatically create a portfolio of premium stocks shall be of great utility to the individual investment community.

    The stock markets unlike other forms of investment are highly dynamic due to the various variables involved in stock price determination and are complex to understand for a common investor. Individual and small-time investors have to generate a portfolio of common stocks to reduce the overall risk and generate reasonable returns on their investment. This phenomenon has given way too many individual and retail investors incurring huge losses because their decisions are based on speculation and not on sound technical grounds. While there are financial advisory firms and online tools where individual investors can get professional stock investment advice, the reliability of such investment advice in the recent past has been inconsistent and not meeting the rigor of quantitative and rational stock selection process. Many of such stock analysts and the tools mostly rely on short term technical indicators and are biased by the speculation in the market leading to huge variances in their predictions and leading to huge losses for individual investors. While the use of Artificial Intelligence (AI) and Machine Learning (ML) techniques is widely adopted in the financial domain, integration of AI/ML techniques with fundamental variables and long-term value investing is a lacking in this domain.

    Our objective is to identify the best possible algorithm for predicting future stock market performances. The successful prediction of the stock market will have a very positive impact on the stock market institutions and the investors also. In other words, we can say that Stock Market is the way out for every investor in Today’s time to make their money by scoring profits in the market itself. Therefore, the correct identification of algorithms for the stock market prediction model is needed so that an investor can successfully raise profits.

    Customers find the book contains many important and useful insights that they won’t find elsewhere. They also say it’s the best book on trading system development, with sophisticated, robust, and valuable insights. Readers also say the book is engaging, clear, practical, grounded, and supports developing more types of trading models. Some find it offers instruction on use and implementation of the software https://forexarena.net/ for trading system, while others say it comes with no support, documentation, and can chew up loads of time. They also say there is no straightforward way to use modeling results you create in the TSSB software in a real-world setting. Opinions are mixed on ease of use, with some finding it offers instruction on use and implementation of the software, while others say it leaves much to be desired.

  • Diabetes Insipidus Medication: What Is the Drug of Choice?

    what is the drug eliquis for

    As with many medications, higher dosages of Eliquis are more likely to cause side effects than lower dosages. If you’re concerned about the risk of side effects with the dosage of Eliquis your doctor has prescribed, talk with your doctor. However, older adults may be more likely to have conditions that can raise the risk of side effects with Eliquis. Examples of these include kidney problems and bleeding problems, such as a bleeding stomach ulcer.

    For Healthcare Professionals

    For patients receiving ELIQUIS at a dose of 2.5 mg twice daily, avoid coadministration with combined P-gp and strong CYP3A4 inhibitors [see DOSAGE AND ADMINISTRATION and CLINICAL PHARMACOLOGY]. Remember, keep this and all other medicines out of the reach of children, never share your medicines with others, marijuana withdrawal: symptoms timeline and tips for coping and use this medication only for the indication prescribed. Apixaban can make it easier for you to bleed, even from a minor injury. Seek medical attention if you have bleeding that will not stop. Drinking more than eight alcoholic drinks per week can also increase your risk for a stomach bleed.

    what is the drug eliquis for

    Serious bleeding

    Before taking Eliquis, be sure to tell your doctor about any bleeding problems you have and any other medications you take. To learn more about conditions that can affect the safety of Eliquis, see the “Precautions for Eliquis” section below. Note that taking Eliquis long term isn’t known to raise your risk of developing side effects. The list below may not include all possible serious side effects of the drug.

    Medication for Central Diabetes Insipidus and Gestational Diabetes Insipidus

    Companies with a drug in the negotiation program must decide if they will participate by October 1. The negotiation period will then take place and end on August 1, 2024. CMS will publish the negotiated prices on September 1, 2024, and the prices will go into effect in 2026. CMS will progressively add additional drugs to the program. “AARP applauds CMS for taking this next critical step to bring down out-of-control prescription drug prices,” said Nancy LeaMond, AARP executive vice president and chief advocacy and engagement officer, in a statement. “For too long, big drug companies have fleeced our country and padded their profits by setting outrageous prices, all at the expense of American lives.

    Blood clots when stopping Eliquis

    1. If you drink alcohol, talk with your doctor about how much, if any, may be safe to consume while you’re taking Eliquis.
    2. But the FDA discovered drugs and placebos may have been switched during the study, causing potential errors in the study’s findings.
    3. The entry of these generics into the market will increase competition and lead to a price decline for Sprycel.
    4. The first cited an increased risk of spinal or epidural blood clots in patients who undergo procedures that inject certain medicines into those regions of the body.

    Taking apixaban may increase the risk of bleeding while you are pregnant or during your delivery. Tell your doctor if you are pregnant or plan to become pregnant. Apixaban increases your risk of severe or fatal bleeding, especially if you take certain medicines at the same time (including some over-the-counter medicines). Tell your doctor about all medicines you have recently used. You and your health care provider will work together to minimize your risks for bleeding. If your risk is high enough, your health care provider might give you a prescription medication to help protect your stomach from bleeding while you are on Eliquis.

    what is the drug eliquis for

    What causes blood clots?

    However, if the side effects last longer than that, bother you, or become severe, be sure to talk with your doctor or pharmacist. If you take Eliquis after a hip replacement, you’ll likely take the drug for 35 days. If you take the drug after a knee replacement, you may only need to take Eliquis for 12 days.

    If you have a severe liver problem, your doctor will likely not prescribe Eliquis. Ask them what other medications may be better options for you. If you have a bleeding problem or take other medications that can affect blood clotting, talk with your doctor about whether Eliquis is right for you.

    You should not take Eliquis if you have had an allergic reaction to Eliquis in the past or if you are experiencing major bleeding. Eliquis is not for people who have certain conditions such as a prosthetic heart valve or know the difference between ethanol and alcohol certain types of antiphospholipid syndrome. Andexxa is also sometimes used if you need emergency surgery while taking Eliquis. To learn more, see the “Eliquis and surgery” section under “Eliquis interactions” above.

    A lower dosage of Eliquis is sometimes recommended for preventing blood clots and stroke in older adults with AFib. The medication works by blocking Factor Xa, which is a key enzyme in the blood clotting process. The drug is the latest in a new class of anticoagulants that includes Pradaxa (dabigatran etexilate) and Xarelto (rivaroxaban).

    what is the drug eliquis for

    The discontinuation rate due to bleeding events was 0.7% in the ELIQUIS-treated patients compared to 1.7% in enoxaparin/warfarin-treated patients in the AMPLIFY study. Subjects treated with ELIQUIS with diabetes bled more (3% per what is salvia year) than did subjects without diabetes (1.9% per year). Do not stop taking Eliquis unless your doctor tells you to. If you need to stop taking Eliquis, your doctor may have you take a different drug to help prevent blood clots.

    This can increase your risk of developing blood clots or other serious side effects. If you have questions about your dosage or dosing schedule, talk with your doctor or pharmacist. Medicines that inhibit an enzyme called CYP3A4 and a protein called P-glycoprotein (P-gp) can increase the levels of Eliquis in your blood and your risk of side effects. Your dose of Eliquis may need to be changed with these medicines, and you may need to avoid combining some of these with Eliquis. Your pharmacist or health care provider can tell you if any of the medications you are taking will affect Eliquis. Stopping Eliquis before you’re supposed to can raise your risk of developing a blood clot.

    Taking a blood thinner is more convenient than it used to be, and it’s nice to have options. But you still need to pay attention to the instructions on the label. If you have questions about your medication, ask your healthcare provider.

    Eliquis starter packs are blister packs of medication that can be used for treating deep vein thrombosis (DVT) or pulmonary embolism (PE). They’re 30-day Eliquis dose packs that doctors may prescribe to help make it easier to take your Eliquis doses. In the drug’s clinical studies, a twice-daily dosage regimen was found to be effective for the conditions Eliquis is approved to treat. The typical dosage of Eliquis for hip and knee replacement is 2.5 mg taken twice per day. You’ll take your first dose at least 12 to 24 hours before your scheduled surgery.

  • How Much Is The Social Security Tax And Who Pays It 9

    How Much Tax Will I Owe on My Social Security Benefits? The Motley Fool

    Social Security benefits are taxable based on your total income, not your age. The taxable percentage ranges from 0% to 85%, depending on your combined income. To minimize your taxes, you should consider strategies such as contributing to Roth accounts, managing your taxable income, and possibly purchasing annuities. Consult with a financial planner to develop a strategy that aligns with your retirement goals.

    • If you lived together at any point during the year, you will owe taxes on up to 85% of your benefits, regardless of your combined income.
    • The following tool estimates state income tax liability for a taxpayer with social security income.
    • Even if you fall into the highest bracket, though, it doesn’t mean exactly 85% of your benefits will be taxed — this is merely the maximum percentage that can be included in your taxable income.
    • They’re contributing billions of dollars a year to Social Security, but may never reap any retirement benefits from it.
    • GOBankingRates works with many financial advertisers to showcase their products and services to our audiences.

    They tax Social Security benefits with varying methods, using AGI or other figures. Colorado revised its tax policy for Social Security benefits in 2023, making them fully deductible for recipients age 65 and older. Once you have this number, the taxation rules are applied using specific income thresholds that vary based on your filing status.

    How much can a 70 year old make while on Social Security?

    The blend will give you greater flexibility to manage the withdrawals from each account and minimize the taxes you’ll owe on your Social Security benefits. A similar effect can be achieved by managing your withdrawals from conventional savings, money market accounts, or tax-sheltered accounts. Most Americans who receive Social Security benefits pay income tax on 50% to 85% of that money because their combined income from Social Security and other sources pushes them above the thresholds for taxes to kick in. Your AGI is your annual income minus certain tax deductions, like tax-deferred retirement contributions. Married couples filing jointly must consider both partners’ incomes and deductions. If you have municipal bonds or some tax-exempt savings bonds, you might also have nontaxable interest.

    How much can a retired person earn without paying taxes?

    • She is a Certified Financial Planner® and holds a bachelor’s degree in English from the University of Wisconsin-Madison.
    • Since withdrawals from traditional individual retirement accounts (IRAs) and 401(k)s count toward your combined income, carefully planning when and how much you withdraw can help keep your income below the taxation thresholds.
    • In 2022, the Social Security tax limit is $147,000 (up from $142,800 in 2022).
    • “Credits” here doesn’t mean “tax credits,” but “points” you earn towards qualifying for the SSA’s social programs.
    • Furthermore, examples like the one above only work if the retired couple has sufficient financial means to delay taking Social Security benefits until age 70.

    If you make $60,000 a year, you can expect Social Security to play a big part in your financial security in retirement. You’ll still need to make some other plans to bridge the gap between your salary and what Social Security pays you, but your monthly checks will get you a fair amount of the way to your goal. Unlike some private pensions, Social Security payments are based on your work history throughout your entire career.

    All investing is subject to risk, including possible loss of principal. The Motley Fool is a USA TODAY content partner offering financial news, analysis and commentary designed to help people take control of their financial lives. Unfortunately, fixing Social Security’s funding issues isn’t that simple. But taxing the wealthy could be part of a broader Social Security reform strategy that’ll likely start to crystallize in the coming years. The quickest and most effective action to fix Social Security just might be to ask the small fraction of the highest-income Americans, like Elon Musk and other wealthy CEOs, to pay all year long.

    Do you have an Intuit account?

    If they claim their Social Security benefits at 65, Social Security will pay an annual total of $24,000. They’ll need to withdraw $50,777 from their retirement account and pay $4,777 in income taxes to total $70,000 after taxes are paid. The tax treatment of private pension income and retirement savings accounts is designed to avoid double taxation. Retirement income is typically taxed either when the income is saved/contributed, or at the time the income is received, but not both. Traditional defined benefit pensions are taxable but retirees are allowed to recover a portion of their after-tax contributions tax free, each year under actuarial estimates of the amount contributed. You can make quarterly estimated tax payments to the How Much Is The Social Security Tax And Who Pays It IRS or have federal taxes withheld from your payouts before you receive them if you owe taxes on your Social Security benefits.

    Do you have to pay taxes on Social Security?

    By diversifying your investments and choosing tax-efficient options, you can create a more tax-friendly retirement income stream that helps you keep more of what you earn. Social Security is often just one portion of your income in retirement. Planning ahead and coming up with a strategy for your different sources of income can help you minimize your overall tax liability. Consider taking advantage of tax-free withdrawals from Roth IRAs and timing required minimum distributions (RMDs) from traditional IRAs and 401(k) plans. Additionally, maximizing deductions and credits, such as the standard deduction or itemized deductions for medical expenses, can further reduce taxable income. If you receive Social Security benefits from the government, for example, that money is subject to taxes.

    How Much Is The Social Security Tax And Who Pays It

    To come up with your monthly payment, the Social Security Administration looks at the 35 best-paid years of your career, adjusting earlier years for inflation to allow for apples-to-apples comparisons. You can earn any amount and not be affected by the Social Security earnings test once you reach full retirement age, or FRA. That’s 66 and 2 months if you were born in 1955, 66 and 4 months for people born in 1956, and gradually increasing to 67 for people born in 1960 and later. Based on the information provided, you will reach your Full Retirement Age (FRA) of 66 and 8 months in April of 2025 (Yep, we did the math!).

    How Much Is The Social Security Tax And Who Pays It

    If you meet income thresholds, these taxes apply to any earnings you receive for self-employment, such as for tutoring or baby-sitting. To pay, you must file special paperwork with your annual federal income tax forms. In many cases, you’ll also have to make estimated payments during the year.

    If the cost of living has increased, the SSA will adjust the benefits to reflect this change and help recipients maintain their purchasing power. This adjustment is particularly important for anyone who relies on Social Security as a primary source of income. Social Security currently has about nine years until its trust funds are depleted.

    Accounting Services

    But if you didn’t live together at all, you’re subject to the same taxation rules as individuals, heads of household, and qualifying widow(er)s. Once you reach full retirement age, Social Security benefits will not be reduced no matter how much you earn. If your combined income is more than $44,000, as much as 85% of your benefits may be subject to income taxes. At Sacred Heart’s tax-assistance site, she has helped hundreds of immigrants apply for a taxpayer identification number, which allows them to file their taxes as contractors. The use of ITIN has grown popular among immigrant workers in Richmond, she says, as many await comprehensive immigration reform. Past legalization efforts have required undocumented immigrants to prove how long they’ve been living in the United States, and to pay the taxes they owe before receiving legal status.

    The one-time payment of $1,390 is aimed at low- and middle-income individuals, as well as certain Social Security and veterans’ benefit recipients. Social Security provides a huge portion of the retirement income that Americans rely on. By knowing exactly what to expect, you can make plans about how much you’ll need to set aside on your own using special retirement accounts like 401(k) plans at work and IRAs.

  • Forex: ???????? ?? ????? ?????? ?????? ?? ????? fxclub org

    ?????? ???????? ???? ?? ???????????? ?????? ?? ?????? ???????? ?? ????? ??????. ???????? ????? ????? 100 ?????? ?? ????? ????, ? ??? ????? ? ??????, ???????, ???, ?????, ??????? ????????? ? ????. ?????????? ??????????? ??????, ????????? ????????????? ????, ??????? ???????????? ?????????, ???????? ??????? ????????. ? ??? ????? ?? ??????? ????? ??????????? ?????? ????? ?????? ? ?????????? ?? ????? ???? ?????? ??????. ???, ??? ???????? ???????? ??? ??????? – ??????? ?? ????? ???????????. ????? ? ???? ?? ??????? ?? ??????? ???????????? – ?????? ???? – ?????, ??????? ?????????? ??????????? ?????? ??? ????? ???? ?????????.

    ?????? ???? (Forex ?lub): ?????? ???????? ????????? ? ??????????? ??????, ????????

    ???????? ??????????, ??? ????????? ???????????? ????????, ???????? ????? ????? ????????????? ??? ???????? ? ????????? ????? ????? ?????????? ?? ???????. ???? ??????? ????? ???????? ???????? ??????? ?? ????????? ???? ?? ? ???? ?????? ??????? ????????. ? ??? ??????? ????? ??? ???????? ??????? ????? ? ?? ?????. ???? ?????????????? ?? ????? limefx ?????? ????? ?? ?????? ????? ??????.

    ??? ????????? ????????????? ??? ? ??????????????. ???????? ??????? ?????????? ???????? ??? ??????????, ??? ? ???????????????? ?????????. ??????? ????? ???????? ? ?????????? ?????? ?????? ? ???????????? ????? 100 ???????? ???????????? ??????.

    ???????? ?? ???????????????? ??????? ?????????? ? ?????????? ?????????? ??? ??????? ????????. ???????????? ?? ?????????? ?????? ? ????? ????? ? ????? ?????. ?????????? ?????? ? ?????? ?????????????? ??????????? ?????????? ???????????? ????? ? ?????? ?????????.

    ??? ??????????? ??????, ?????? ?????? ?????? ??????????? ????????, ?? ??????? ?????? ???? ?????? ?? ???????? ?????? ?????. ???????? ??? ??????? ?? ????? ???????? ? ??????????? ?? ???????. ??? ?????? ??????? ?? ????? ???? ?????? ? ???, ??? ?? ????? ???????????? ?????????? ??????????? ????????, ????????????? ?????? ????? ????????? ???????. ?????? ?????, ?????? ???????? ????????? ?????? ????? ???? ???????? ????????? ? ????????????? ??????? ?? ?????? ??????????. ?????? ???? ????????? ?? ????? ?????, ? ???????????? ? ???????????, ???????? ????? ???????? ??????? ?? ?????? ??????????.

    ??? ??????? ??????? ??? ???????? ?? ??????

    ??? ???????? ???????? ?????? ?????????? ????????, ??????? ?????? ?????????? ?????. «?????? ????» ???????????? ???? ???????????? ? 1997 ????, ??? ?????????? ??? ????? ???????? ??????? ???. ?? ??? ???? ???????? ?? limefx ???????????? ? ???????? ??????????, ?????????? ? ????????? ??????? ??? ??????? ????????? ? ??????. ?????????????, «?????? ????» ??????????? ???????, ???? ?????? ??????? ???????? ??-?? ??????????? ? ????????? ???? ? ??????? ???????? ??????.

    ???? ????

    ????? ???????????? ?????????? ?? ????????, ??????? ??????? ?? ?????? ?? ????????????? ?????????? ???????? ?????? ????, ?????? ?????? ??? ????????? ???????? ?????? ? ????????. ???????? ???? ?? – ??????? ?????? ?? ????? ??????-?????????? ? ????????? ? 23-?????? ?????? ??????. Forex broker rating ?? ???????? ?? ??????????? ?????????????? ??????????.

    • ???????? ??????? ???????? ???? ?? ???????? ?????????? ????????? ??? ???????? ?? ??????.
    • ?????? ????? ??????????????? ?? ????????? ?????-???? ??????????.
    • ? ??? ?? ???? ????? ?????? ?????? ??????????????? ??????? ????? Autochartist.
    • ??? ??????????? ??????, ?????? ?????? ?????? ??????????? ????????, ?? ??????? ?????? ???? ?????? ?? ???????? ?????? ?????.

    ???????? ??????? ???? ??

    ? ????????? ????? ???????????? ?????????? ????????? ????????? ???? ?? ???????? ??????. ??????????? — ??? ????? ?????? ?????????, ????? ????, ?? ??? ???? ???????? ?????????? ????????? ?????????? ?? ??????? ?????. ?? ?? ?????????, ???? ???????? ??? ???????? ?????? ??? ???????. Metatrader — ???, ???????, ????? ???????????????? ???????? ?? ?? ?????????? ?????. ?????? ???? ?????????? ??? ?????? ????????? MT4, ??? ? ????? ????? MT5.

    ???????? ????????? ?? ?????????? ????? ? ??????????? ????????. ????? ??????? ???????, ???????? ????????? ??????, ??????????? ??? ???????? ????????, ?????????????? ???????? ?????? ??? ?????????? ????????. ????????? ?? ??????????? ???????, ????? CFD-??????????? ?? ?????, ??????????? ???????, ??????? ? ????????????. ?? ????? ???????????? ????????? ??? ???????? ?????? ? ????????? ? ????????? ?????????, ???? ??????????? ??? ???????? ????? ?????????. CySEC — ????????? ?????????????? ??????, ??????????? ? ???????????? ? ???????? ???????????? ?????. ????????? ?????? ???????????? ???????????? ????????, ??????? ????????????? ?????????? ??????.

    ?????? ?? ?????? ?????? ???? ????????? ? ??????? 3? ??????? ????, ????????? ???????? ? ????, ??? ????????? ????? ?????????. ?? ? ?????? ????? ??????? ?????? ?????? ??????????? ??????? ????? ???????? ??? ??????????, ??????? ?? ??? ?????? ??? ??????? ?????????. ????????????? ???????? ?????? ???? ? ???????? ?????? ??????????, ??? ????????? ??? ?????????? ??????? ? ?????????????? ?????? ??????? ???. ?????? ?????????? ? ?????? ? ???????? ??????? ??? ?? ???? ???????? ????????, ????????? ?????????.

  • ?????????? ????????? ? Python: ?????????, ??????? ? ??????? ????????????? ?????? «???»

    ?????????? ????????????? ????????????? ????????? ??????? ?? ?????? ? ?? ?????????. ?? ????, ?????? ???????? ????? ????????? ?????? ? ??? ??????, ???? ?????? ????????????? ??????????? ??????????. ??????????? ?????? ?????????? ??? ???????? ??????? ? ????????? ???? ????????? ???? ????? (????????? ???????? ????????????). ???????? ?????? ??????? ? ???????? ??????????? ??????. ?? ???????? ??? ???????????? ???????? ???????? ??????.

    ??? ??????? ???? ???????

    ? ??? ?? ???????? ?????? ?????? ??????????? ? ?????????, ? ??? ????? ????????????, ??????? ?????????? ????? ??????? ?????????. ??? ?????? ????? ?????? ?????????? ?? ?????????? ????????????? ????????????????, ?????????????? ? ??????????? ???? ????????????. ????? ??????????? ??????? ???????? ? ????????? ??? ???? ????????, ??? ??????????? ? ????? ???????????? ? ??????????????????, ??????? ? ????????????. ??? ?? ?????, ???????? ?? ??, ??? ?? ????????? ??????????? ???? ?????? ??????????, ?? ???? ?????? ????????? ????, ????? ???????? ??. ?? ???????????? ??????????? ??? ????????? ??? ????????? ???? ???????????????? ?? ????? ?????????? ? ?????????. ?????????????? ???? ?????? ? ???-????? ??????????????? ???? ?? ?????? ?? ??????, ???????????????????? ????????????? ? ????????? ??????????, ??????? ?? ????????????.

    ??? ????? ?????????? ????????? ? ????? ??? ?????

    ????? ?????????? ?????? ??????????? ?????? ???????? ???????? ???????? ???? ? ??????? ???????????. ???????? ???????? ??????????? ?????? – ??????, ???? ? ?????????????. ??? ???????? ????? ???????????? ??????????? ????????? ? ?????, ????????? ?? ?????? ??????????. ??????????? ???????? ????? ????????? ???????? ? ???????? ???????. ??????????? ????? ?????? ?? ????? ???????? ?????? ??? ????????????? ? ??? ???????????.

    ??? ???????? ????? ???????????? ?????????? «????????? ?????????». ? ??????????? ????????????? ?????????? ? ?????????? ???? ??????????????? ??????????? – ???????. ??? ????????, ???? ??????? ?????? ???? ??????????? – ??????????? ?????????? ?????. ??? ?????????, ?????? ???? ??????????? – ???????? ?????? ? ?????.

    • ???????? pattern ????????? ???, ????? ??? ????????? ? ????? ??????????.
    • ??? ?????? ?????? ???????? ???? ????? ????? ????? ?????? ????????? ??? ?????? ? ???.
    • ????????? ???????? ??? ???????????????, ?????????? ?????? ?????, ???? ? ? ???????.
    • ???? ?????-?? ??????? ???????? ?? ????? ?????????, ?? ?? ??????? (?????????? ??????? ???????????).
    • ??????????????, ??????? 5-0 ????? ?????????? ? ????? X, ?????? ????? «?????».

    ???????????? ???????????

    ??????? ? ?????? ??????? ???????? ????? ?????? forexwiki ? ?????????-????????? ???????? ???????? ? ????????? Timeweb. ???? ??????? ? ???? ?????????? ? ????????? Adobe Photoshop 2020. ??????? ? ??????????? ??????? ???????????? ????? ????????????? ????? ??? ???????, ??????? ???????????? ??? ???????? ????????????, ??????????? ??? ???? ????????.

    ??? ????? ?????????? ? ?????????? ????????

    • ? ??????? ????????? ?????? ???????????????, ?????????? ????????????? ??????? ??????????? ????, ???????????????? ?? ?????? ? ?????.
    • ??????? ??????????? ???? ???????? — ???????? ?????????????.
    • ??????? “?????????” – ?????? ? ????????? ????? ??????.
    • ??? ??????? ????? ????????? «??????? ????????» ?????, ????? ?? ?????????? ????? ??????????? ?????????? ????? ?????????? ???? ??????? ??????.
    • ????????? ? ???????? ????????? ????????? ????? ????????? ????????.

    ???????? ??? ???????? ????????? ????????????? ???????????? ? ????????? ??????????? (?????????, ?????????????? ????????, ???????), ???????? ?????? ??????????? ?????. ??? ?????????? ? ??????? ?? ????????????? ????????? ? ????????? ??? ?????????. ??????? «???????????» ? ????????? ?????????? ??? ????, ????? ????? ????? ??????, ????? ???? ????????? ? ???????? ??????, ? ????? ?????? ?????? ????????. ??? ??????? ?????? ?? ???????? ???????????? ??????????? ????? ????? ????????? ? ??????? ?????????? ??????-????????.

    ? ?????????? ??????????? ???????? ??????????? ?????? ?????????? ? ??????????????? ????????. ??? ?????????? ????????? ??????????? ?????????, ????? ????????????? ?????? ???? ?? ?????. ??????????? ? ???-??????? ? ?????????? ???????????. ?? ???? ??????? ????????? ??????? ?????? ?? ?????? ????????? ????????.

    ??????? (??????) – ????? ???????, ??????? ?? ????? (?????) ????????? ???????? ?? ????? ??????. ???? ? ??????? ???????? ??? ?????? ????? ??? ??? ??? ???????????? ???? ????? ??????. ??? ?????????? ?????? ??????? ?????????? ?????????. ??? ????????? ????????? ?????? ? ?????, ???????/??????? ???????/??? ???????? ????? ???????? ?????? ??? ????????? ????????? ????. ???????? ???????? ?????? ?????????? ??? ???????????? ?????????? ??? ?? ??????? ??????? ?????????/?????????????.

    ??? ?????? ? ??????????? ??????????? ? Python ???????????? ?????????? re. ? ? ????? ?????????? ????? ??????????, ??? ????????????? ? ????? ?????? ???????? ? ??????????? ?? ??????. ??????? ?? ????????? ?????? ????? ??? ????????????? ????? ???????? ??????.

    «??????????» — ?? ?????? ?????? ????? ? ??????? ????? ??? ???????? ?????? ???? ??????????. ?????????? ????????? ? Python (regular expressions, regex ??? ?????? ?????????) — ??????? ??? ?????? ?????? ?????????? ??????. ?????????? ????????? ??????-??????? (???????, ???????? ? ????????? ??????) ?????? ?????? ? ???????? ????????? (??????, ????????, ??????? ????, ??????? ?????????). ?????????? ???????? ????????? ??????????? ?????? ?????, ????????? ????????? ????????? ? ?????? ??????. ???? ??????? ?????????? ?????????? ? ??????????, ?? ???????? ??????????? ?? ???????????.

    ???????? ? ??????????? ???????

    ??? ??????? ? ???, ??? «?????» ????? ?????????? ? ??????? 5-0. ??????????????, ??????? 5-0 ????? ?????????? ? ????? X, ?????? ????? «?????». ??????? ?????? – ????????????? ???????, ????????? ?? ???? ?????. ????? ?? ??? ????????????, ??????????? ? ????? ?????. ?????? ????? ??????? ??????????? ?? ?????, ? ?????? ??????? ???????? ???. ?????, ??????????? ????? ?????? ????? ?????????? – ?????? ?????.

  • ??? ????? ????????, ??? ????? ?????????, ??? ? ??????? ????? ??????????

    ??? ??????????? ?????????? ??????? ???????? ?????? ? ?????????? ????? ????????? ???? ???????? ?? ??????. ????????, ??? ?? ????? ?????????? ?????????? ?????????? ????????, ????? ?? ????? ???????? ??? ???????? ??????, ??????????????? ???????????? ???????? ?????????. ?????? ?? ?????? ????? ???????? ????????? ?????? ? ??????. 9 ?? 10 ?????????? ????????? ?????????? ?????? ??????? ????????.

    ???????????????? ?????? ?????????-???????? – ???-9 ????? ????????????? ?????? ?

    • ???? ??????????????? ???????? ????? ??????????? ?????? ??????, ??????? ? ?????? ???????????? ????? ????????.
    • ???????? ????????? ???????? ??? ????????? ??????? ?? ????? ????????? ???????, ???????? ????????, ?????????? ? ???????.
    • ??-??????, ??-?? ??????????? ???????????? ????????, ?? ?????? ??????????? ? ??????-?? ??????????? ?????.
    • ??????? ?? ?????????? ?????????? ????? 30% ? ?????.

    ?????? ?????? ???????? ??????????? ????????, ??????? ?????????? ????????? ????????? ????????. ??? ???????? ????? ??????, ??? ???????? ?????? ??, ? ? ???????????? ? ????? ?????????????? ??????????? ??????????? ?????????. «??? ???????? ??????, ??????? ? ????? ? ??? ??????. ????? ???????, ??? ?????????????? ????????? ????????? ???????????? 10–30% ?? ???????? ? ???.

    ???????????????? ????????, ??? ???????, ?????????? ??????? ??? ????? ????????? ?????????. ??????? — ??? ???????, ??????? ?????????? ???????? ? ???????? ?????????? ??????? (?????, ?????, ?????????, ???????????, ??????????? ? ?. ?.) ? ????? ????????? ???????. ??????? – ??? ???????, ??????? ????????? ???????? ???????? ?? ?????, ????????? ??????? ? ??????? ? ??????? ??????? ? ????? ?????????.

    • ????? ? ????? ?????? ?? ??????????????? ?????????? ????????? ? ????????? ??? ????????? ?????????.
    • ?????? ??? ?????? ???????? ??? ?????????? ??????? ????????? ? ?????? ?????????.
    • ??? ?????????? ?????, ??? ??????????? ????????? ????????? ???? ?????? ? ????????? ? ??????.
    • ???? ?????? ?? ?? ???????? ?????? ???? ?????????) ? ????????? ??????? ???????? ??????????? ? ????????? ?????? ???????.

    ??? ????????????? ?????????

    ?????????? ??????? ??????? ????? ????????????? ???????? ? ???????????. ????? ???????? ? ???, ??? ????? ????-????? ?? ?????? ? ??????? ??????. ? ?????? ??????? ?????????? ??????? ??? ?????, ?? ??????? ??????? ????? ????????. ????? ??????? ???????????? ? ???????????? ??????? ? ???????????. ?????? ????? ????? ???????????????? ???????????? ? ?????????? ?????? ??????.

    ????? ??????? ????????, ??????? ??????????????? ??????????? ?????? ?????? ????? ?????????? ???????? ???????????. ????????, ?????????? ? ????????, ???????????? ?? ??????????? ????? ? ????? ? ?????????????????? ??????????? ???????, ??????? ?????????????? ??????. ??? ?????? ???????????? ?? ??????????? ??????? ???????. ???????????? ???????? ??? ????????? ???????? (???? ?? ???????? ??????). ??? ???????? ??????? ??????????? ?????? ???????? ?? ?????.

    ???????????? 1. ??????????? ????????????? ????????

    ????? ?? ??????????? ?????? ???????? ?????????? ? ????????? ?????????. ? ????????? ?????????? ????????? ??????????? ???????? ? ??????, ??????? ????????? ???? ?? ?????? ????? ??????? ????. ??????????? ??????????? ??? ?????? ????? ????????? ??????? ?????????? ??? ???? ?????????? ????. ?????????? ??????????, ?????? ?????? ?? ?????? ???????, ? ???? ????????? ?????????? ?????? ?.

    ??????? ?3. ????? ?????????? ??????, ?????????? ? ??? ??? ? ????????? ?????

    ??????????????? ???????? ? ?????????????? ?????? ????????? ??????????? ? ???????????? ?????, ??? ??????? ????????????, ???????? ????????????, ? ????? ???????????? ??????. ????????? ??????? ?? ????????? ??????? ??????? ?????????? ???????? ??????. ?????? ???????? ????? ???? ?????????? ? ???????? ????????????? ??? ????????? ?????, ?? ????? ???????? ?? ?????? ? ?? ?????. ??????????? ??????? ? ????????????? ????????? ????????? ? trading ????? ?????? ? ?????????? ???????? ???????????. ??? ?????????? ????????????? ?????? ? ?????????? ??? ???????? ???????????? ???????.

    ??? ????? ???????? ? ??????? ??? ????????????

    ???????? ??????? ???????? ? ???? ?????, ????? ???? ??????? ?? ?????? ? ??????????? ? ?????????????? ?????, ?? ? ? ??????????? ???????????? ????????. ??????? ???????? ?????????? ? ???????? ??? ????????????? ?????-???? ????. ?????? ???????????? ?? ?????? ??????????? ?????????? ????? ??????? ??????????, ? ????? ??????????? ??????????? ????????? ????????. ?????????? ? ???? ???????? ???? ????? ????????? ??? ?????????? ????????? ??????, ?????? ????????? ??? ????????? ??????.

    ????? ?????????? ??????? ??????? ?????????? ?????????, ??????? ??????????? ??????? ????-??????????? ? ??????????? ???????????? «????-??????????». ??? ???????? ????????? ???? ?????? ?? ?????? ? ?????????? ?????????? ???????. ??? ???????? ?????? ???????????????? ????????????? ????? ? ?????? ??????????? ??????? ????????, ???????? ?????, ?? ??????? ?????? ?????????.

    ??? ????? ????????? ?????? ????? ?????????? ? ???? «????», ? ?? ??????? ???????????? ??????? ??????? ????????? ?? ???? ???????. ????? ????? ???????? ?????? ??????????? ???????????, ?? ??? ?????? ?????? ??????????????, ?????? ??????? ???????? ?? ?????????? ????? ?? ??????. ??????? ?? ???????? ?? ????? ??????? ??????????, ??????????? ???????? ???????? ????????? ?????. ????? ?????? forexwiki ? ??????? ????? ????, ?? ?????????? ????????????, ? ????? ????????? ?? ?????????? ???????? ?????, ?????????? ????? ???????? ????????? ? ???????????? ?????? ????????? ???????. ??????? ????? ???????? ????? ?? ????? ????????? ?????????. ???????????? ????? ???????? ???????????????? ?? ????? ???? ????????? ????????.

  • ????????? ?????? ??????-?????????? ??? ?????????? ?????????

    ?????? ????? ??????? ? ?????? ? ???? ??????????? ???????? ?????? ?? ??????? ???????????. ?????? ?? ???? ???????, ??, ??? ???????? ? Zigzag, ????? ?????????? ????????????? ??????????. ?? ????????????? ????????? ?????????? ??????? ?????????? ?????? ????????.

    ??? ?????????? ??????, ??? ??? ????????????? ????????? ? ???????? ?? ??? ?? ???????? ? ???????? ???????, ??? ? ?????? ?????????? (?????????? ??????? ? MACD). ZigZag ???????? ????????? ? ????? ??????????? «?????», ? ?? ?? ?????, ???????? ????. ????????? ????????????? ????????? 5%, ????????? ????? ???????? ????????? ?????? ????? ????? ?????? ????? ????, ??? ???? ???????? ???????????, ???????? ??? ???????.

    ????????? ?????? ??????

    ??? ???????????? ????????? Zigzag ? ?????????

    ???????? ???? ??????? ?????????? – ????????? ???????? ?????????? ????????, ????????? ???? ????????? ?????????? ?????? ???????? ???????? ??????? ????????? ????????? ? ?????????. ????????? ?????? — ??? ?? ??? ????, ??? ??? ????? ??????, ??????? ????????? ???????????? ??????? ? ????????? ?? ??????? ???????. ? ??????????? ???? ??????? ?? ????? ????? ?????? ?????? ?????? ? ?????. ??? ???????, ???????? ??????? ?????????? ????? ???? ?????????? ????????????. ?????? ? ??????? ?????????? ZigZag ???????????? ?????? ?????? ?????????? ????? ?????????. ? ????? ???, ????? ???????????? ????????, ????????? ???? ?????? ?????????? ?????????? ????? ????????.

    ????????? Zigzag ????????

    ??? ???????? ?????? ? ??? ? ?????? ??????????? ?????? ?????????? ? ?????? ? ???? ??????????? ???? ?? ???? ???????? ??????? ?????????? – ????????? ???????? ????????? ? ?????????? ??????????????. ?????? ????? ?????????????? ? ????????, ?? ?????? ? ???? ???????????????? ???????????. ?????? ??? ?? ? ???????????? ? ??????????? ???????? ?????????.

    ???? ???????, ??? ?? ????? ????, ?????? ???????? ?? ???????????, ? ? ??????? ??????? ?????????, ??????? ??????????????? ????????? ??? ? ?????????? ????????????? ???????? ???. ????? ??????? ????????? ????? ?????? ?????????? ??????????? ?????. ???,  ????????? zigzag ?????????? ???  ??????? ??????????? ??????? ????????? ? ????????????? ?? ??????????????? ????????????? ?????????. ??? ???????, ??????????? ???????? ??? ??????????? ? ?????????? ????????? ? ???????????? ?? ????????? ?????????-????????, ? ??? ?? ?? ????????. ??? ????????, ????? ???????? ???????????????? ? ?? ??????? ??????????? ?????????????? ??????????????? ?????? ????????? ??????.

    ???????? ??????????, ???, ???????? ?? ?????? ??????? ??????????, ??????????? ????????? ?? ?????? ?????????? ??????? ????? ??????????, ?????? ?????? ZigZag ???????? ??????????? ???????? ????????????. ???? ????? ???????? ????????? ???? ?????????? ????????????????? ??????????? ???????????? ????? ???????, ????????????? (RSI ??? MACD). ??? ???????, ? ???????? ?????? ?? ????? ??????? ????? ????????, ?????? ??????????? ? ????? ?????????, ?????????, ??????, ????? ????????? ???????? «????» ??? ???????? ????????? ?? ???? ????????. ????? ??????????? ???????? ????????? ???????????? ???? ??????? ? ??????? ?????????????? ?????? ????????. ???, ??? ??????? ?????????? ?????????? ZigZag ? RSI ??? MACD, ? ????? ??????? ?????? ????? ??????? ? ????? ????????? ? ????????? ?? ????? ???????? ????????? ?? ???? ?????????.

    • ?? ???? ?????? ??????? ?? ????????????? ? ????????????? ? ???????????????? ??????.
    • ????? ???????????? ?????? ?????????, ??????? ?? ??????????? ?? ????? ? ????????.
    • ????????? ????????????? ????????? 5%, ????????? ????? ???????? ????? ????? ?????? ????? ????, ??? ???? ???????? ???????????, ???????? ??? ???????.
    • ??????????? ?????????? ?????????????? ????????, ??????? ???????? ?????? ???????.
    • ??? ????, ????? ???????? ????? ???????? ??, ??? ????????? ???? ?????????? ?? ????????, ?????????? ????????? ????????? ????????? ?????? ? ???.

    ??????????? ?????????? Zigzag

    ????????? ?????? ??????

    ?????? ?? ?????? ??????? ?????? ?????????? Zigzag ? ??, ??? ?? ???????? ?????? ???????????? ???????????? ???????. ?????? ? ????????? ????????????? ????? ?????????? ???????? ??? ?????????????? ? ??????? ????????????? ???????????? ???????, ? ????? ?????????? ???????? ? ????????? ? ?????????? ???????? ????????. ????? ???, ??? ?????????? ???????? ?????????? Zigzag, ?????????, ??? ???? ??????? ?? ???? ????? ?? ???????????? ??????????, ???????? ? ?????????? ??????????.

    ??? ?????????? ???? ????????? ????? ???????????? ?????? ?????????/??????????, ?? ????????? ? ????? ?????? ????????. ????? ????????? ?????? ???????? ??? ????????????? ? ???????????? ????????. ??? ??????????? ????????? ????? ????????????? ????????????? ? ???????????? ? ??? ???????? ??????????. ??? ??????????, ????? ??????? ????? ?? ??????? ??????? ????????? ????? ????? ? ??????.

    ????????? ??????????, ???????????? ????????, ???????  ???????? ? ???? 2012?. ? ?????????, ?????????????? ? ?????? ? Zigzag ???????? ?????????? ??????. ? ????? ? ??? ?? ????????, ??? ???????? ???????????? ????????? ????? ??????? ?????????? ?????? ??????.

    ????????, ???????? ????? ????????????? ?????? ? ??????????? RSI ??? ????????? ??????????? ????? ????? ? ???????????, ??? ????? ????????? ?? ?????? ???????? ??????. ? ???????, ????????? ????? ??????? ?? ????? ? ??? ?? ??????? ?????? ???????? ????? ?? ?????????. ??? ??????? ? ???, ??? ?????? ??????? ??-?????? ??????? ?? ?? ??? ???? ????????.

    ?????? ?????? ?????????? ?????????, ??????? ?????? ? ????????? ????????? ?????? ? ???????? https://boriscooper.org/ ????? ??? ?????. ???? ??????? ?? ??????????? ? ???? ???????????? ??????, ?????????? ?????????????? ??? ?? ????-????? ?? ?????? ???????? ????????. ??? ?????????????? ????????????? ??????? ? 30$ ?? ??????? Roboforex ? ???????? ???????????? ????? ?? ????. ???????????? ????? ????, ???? ???????????? ??????? ?????? ? ?????????. ???????? ??????? ??????? ???????? ?? ????????? ????? ?????? ? ????? ???????. ??? ?????? ????? ?? ????????? ???????? ???????? ?? H1 ? ?????? — ?? ??? ?????? ?????? ????????.

    ??? ?????? ??????????? ?????? ???????????? ?????? ????????-?????? ??? ?????????? ? ????????? ?? ?????? ????????? ???????????. ? ???????????? ?????????? ??????????? ????????? ???????????? ?? ????????? ? ??????????. ????????? ???????? ???????? ?? ?? ???????, ??? ???????? ?????????? ????????? ? ?????? ???????. ??????? ?????????? ??????????? ?????????? ????? ????? ????????????. ??? ?????? ??? ????????, ??? ?????? ???????? ????? ???????????? ?? ???????. ????????, ????????? ??????? ?? ?????? 12 ????????, ??? ????? ????????? ?? ????? ???? ??????????? ?????, ??? ????? 12 ????? ????? ???????????.

    ??? ??????? ???????, ??? ??????? ?????????? ??? ???? ????? ? ???? ??????, ??????????????, ??? ??? ??????????? ? ?? ???, ??? ????????? zigzag ??????? ? ??????? ???????. ??? ????????? ???????? ????? ? ??????? ????? ????? ??????? ???, ??? ????? ??????????? ?? ????? ?????? ?????????? ???????, ??????? ?????? ? ??? ?????????? ???????????? ? ??????????? ????????. ????? ?????????? ?????? ??? ?????? ??????????? ? ????????? ??? ?????????? ?????.

  • Trump announces strategic crypto reserve including bitcoin, Solana, XRP and more

    Notably, bitcoin is a bearer asset, which means that those who hold bitcoin possess the actual asset, not just a debt or an IOU as is the case with fiat bank accounts. When considering buying a house with Bitcoin, it’s essential to account for factors such as price volatility, legal implications, and tax considerations. Engaging professionals experienced in crypto transactions can help navigate the complexities involved in such significant purchases. These digital gift card platforms make it easy to use your cryptocurrency to pay at numerous retailers and services that may not otherwise accept crypto. These companies offer digital products and services purchasable with Bitcoin.

    Investing in Crypto 101: A Beginner’s Guide

    Understanding the scarcity and the bitcoin stock-to-flow model can, therefore, give traders an edge. As a crypto beginner looking to buy Bitcoin to trade or invest, you should keep a close eye on Bitcoin halving cycles. In addition to these returns, buying BTC allows you to diversify with a relatively stable cryptocurrency, access high liquidity, and benefit from ongoing adoption and innovation. While nodes provide the structure for Bitcoin’s network, miners supply the computing power to confirm transactions.

    Swing Trading

    From beginner guides and tutorials to professional trading charts and market analysis, Kraken suits every need. Enter all the personal data that is required to open a new trading account. Not everyone is well informed and can understand how to buy bitcoin with their own money, so share this article with anyone who is looking to know how to get started. Double-check all the details, including the recipient’s address and the amount.

    • Bitcoin transactions involve transferring BTC from one address to another, which users create through public and private cryptographic keys.
    • Go to the Crypto tab and select Bitcoin (BTC) as the cryptocurrency you wish to send.
    • And if you’re wondering if you have to pay taxes on crypto, we answer all your questions here.
    • You can choose to enter an external wallet at the time of purchase to receive your BTC.
    • If they do, we recommend asking if there are any restrictions on your account that may limit your ability to make transfers.

    eToro

    Once you have your Bitcoin (BTC) tokens secured in your preferred wallet or MoonPay Bitcoin account, you’re free to use your Bitcoin how you wish. The easiest way to buy Bitcoin is by topping up your MoonPay balance. Just add funds in your MoonPay account to enjoy faster BTC purchases with lower fees, higher approval rates, and zero-fee withdrawals when you cash out to fiat. Bitcoin is the most ubiquitous digital currency on the market, so we’ll show you the ropes on buying, selling, and storing it. However, these tips can apply to other cryptocurrencies like Ethereum (or even Dogecoin, if that’s your thing).

    • When you spend your Cash App balance on everyday purchases, you can round up your change to the nearest dollar to buy bitcoin.
    • From beginner guides and tutorials to professional trading charts and market analysis, Kraken suits every need.
    • The first miner to solve a puzzle confirms the block of transactions and earns a reward in BTC.
    • Another way you can educate yourself on bitcoin and other cryptocurrencies is by utilizing the social feed on eToro.

    II. Benefits of Accepting Bitcoin for Small Businesses

    Once you have Bitcoin in your wallet, you can initiate the transfer process. Store BTC in a secure wallet, preferably a hardware wallet, and avoid sharing private keys. This involves a very high risk of being scammed, so we don’t recommend this option. You can join Bitcoin faucets, surveys, or referral programs to earn small BTC amounts.

    How does Cash App keep my account safe?

    “I just don’t like the idea of the U.S. government, or any government, owning the most decentralized asset ever,” he added. “That’s not what it was created for and puts too much power in the hands of the federal government, which is always in a 4-year, or even 2-year, cycle.” Another faction rejects the idea of a U.S. reserve of any cryptocurrencies, as it could potentially undermine the status of the dollar and be easily undone by a future administration. Trump is hosting the first White House Crypto Summit on Friday, and investors will be watching closely for more clues about the direction of the reserve plans. Like any new technology or system adopted by a business, proficiency is critical to leverage its full potential and ensure seamless integration into existing workflows. Stakeholders need to learn about Bitcoin, so as to not make uninformed or rash decisions about the business and its Bitcoin implementation.

    While decentralized exchanges get a bad reputation as being less beginner-friendly, dYdX offers users a seamless, fast, and intuitive interface with various trading products. While Bitcoin transactions are harder to trace than traditional electronic transactions, they are not completely anonymous. Miners can use pseudonyms, but your crypto wallet’s address (a unique string of numbers and letters) is stored in the public blockchain. This enables fraud prevention as transactions can be publicly traced. So in a sense, yes bitcoin transactions are anonymous in that your name is not immediately identifiable. The law also facilitates the issuance of digital securities, paving the way for the development of new financial products and services.

    This aspect makes blockchains resistant to censorship and fraud. Bitcoin, is gusd safe created in 2009, is the world’s first decentralized cryptocurrency. Unlike traditional currencies issued by central banks, Bitcoin operates independently of any governing body. The world of cryptocurrency is full of potential, but it’s your responsibility to navigate it safely and securely.

    How do I get a MoonPay Balance?

    With settlement speeds faster than Visa or Mastercard, Lightning is ideal for everyday payments in cafés, retail shops, and beyond. Money in banks appears on a ledger, recording transactions such as deposits and withdrawals, and relies on the bank as a trusted third party. Transactions are verified by nodes running the software, added to blocks, and cryptographically linked, forming a blockchain. The Bitcoin network’s decentralized nodes must reach consensus on transaction validity through a proof of work (PoW) mechanism. This process requires miners to perform calculations, consuming energy, making manipulation costly and ensuring network security, all without relying on a central authority.

    Depending on the network congestion and the Bitcoin fees paid by the sender, this could take anywhere from a few minutes to an hour or more. Whether you’re expecting a payment, a transfer from another wallet, or simply building your crypto portfolio, it is important to know how to receive Bitcoin and other cryptocurrencies. To send crypto, including Bitcoin, you’ll need the recipient’s wallet address. This address can be usually found in their crypto wallet software under the Receive section. You can either copy this address manually or scan the QR code to ensure accuracy. You can get BTC by exchanging other cryptocurrencies for it, or you can buy Bitcoin online on Changelly.

    Moreover, users can take advantage of the crypto savings feature and utilize the Dual Asset service to effortlessly stake their crypto assets or stablecoins. Functioning as a hybrid platform, YouHodler seamlessly integrates a cryptocurrency exchange, a lending program, and crypto savings options that yield attractive returns. Customers can also enjoy an unlimited welcome bonus for the first deposit and trading.

    Bitcoin operates on a decentralized network called the blockchain, which functions as a public ledger. This ledger records all Bitcoin transactions in blocks, each cryptographically linked to the previous block, forming an unbreakable chain. Note that some users may also prefer alternative methods over exchanges, such as digital wallets or P2P platforms. While your transaction is in the mempool, miners use a proof-of-work system to solve complex mathematical problems and create a new block. The first miner to solve a problem adds a block to the blockchain, confirms your transaction, and gets network fees and mining rewards in Bitcoin. When nodes validate your transaction, it gets put in a memory pool (mempool, for short).

    Bitcoin has become widely known as a “store of value” and is often compared to assets like gold due to its finite supply and decentralized nature. Its use as a medium of exchange continues to grow, with more merchants and financial platforms adopting Bitcoin payments. Bitcoin is a digital currency that operates without a central authority like a bank. Instead, it runs on blockchain technology, a decentralized what is the difference between bitcoin and ripple ledger that records all Bitcoin transactions securely. If you’re using a software wallet (aka, a hosted wallet, since it’s hosted on third-party servers), you just create an account with a username and password and enable two-factor authentication.

    Bitcoin transactions are generally secure due to blockchain technology, which ensures transparency and immutability. Each transaction is verified by network nodes through cryptography, reducing the risk of fraud. Established in 2017, Nexo aims to help millions of crypto users maximize the potential of digital assets. With services available in over 200 jurisdictions best bitcoin exchanges of 2021 and a user base of around 4 million, Nexo positions itself as a trusted and reputable lending institution in the digital finance industry.

  • How to Use Shopping Bots 7 Awesome Examples

    Best 25 Shopping Bots for eCommerce Online Purchase Solutions

    purchase bots

    Based on the responses, the bots categorized users as safe or needing quarantine. The bots could leverage the provided medical history to pinpoint high-risk patients and furnish details about the nearest testing centers. One notable example is Fantastic Services, the UK-based one-stop shop for homes, gardens, and business maintenance services. Leveraging its IntelliAssign feature, Freshworks enabled Fantastic Services to connect with website visitors, efficiently directing them to sales or support.

    These solutions aim to solve e-commerce challenges, such as increasing sales or providing 24/7 customer support. With shopping bots personalizing the entire shopping experience, shoppers are receptive to upsell and cross-sell options. Contextual product recommendations based on a shopper’s purchasing history, browsing behavior, and other parameters can help retail brands drive more profits and achieve a higher average order value. By integrating functionalities such as product search, personalized recommendations, and efficient checkouts, purchase bots create a seamless and streamlined shopping journey. This integration reduces customer complexities, enhancing overall satisfaction and differentiating the merchant in a competitive market.

    • A shopping bot is a simple form of artificial intelligence (AI) that simulates a conversion with a person over text messages.
    • This is thanks to the artificial intelligence, machine learning, and natural language processing, this engine used to make the bots.
    • They cover reviews, photos, all other questions, and give prospects the chance to see which dates are free.
    • With these bots, you get a visual builder, templates, and other help with the setup process.
    • The practice of using automated or AI shopping bots to buy up large quantities of high-demand products with the intention of reselling them at a profit, is called inventory hoarding.

    Sephora’s shopping bot app is the closest thing to the real shopping assistant one can get nowadays. Users can set appointments for custom makeovers, purchase products straight from using the bot, and get personalized recommendations for specific items they’re interested in. When you think of the people behind ticket bots, you probably conjure up images of a hacker or criminal type, camped out in a basement. For example, hospitality agencies use ticketing bots to snag premium seats to include in their package deals.

    Ticket bot mitigation solutions

    It can provide customers with support, answer their questions, and even help them place orders. A full-fledged plan to deal with ticket bots must span several levels, from concrete technical tactics to comprehensive bot mitigation solutions to larger ticketing strategies. Passed a law that outlaws ticket bots used to exceed ticket purchase limits and requires secondary sellers to provide a unique ticket number with details of seats or standing location. Scripted expediting bots use their speed advantage to blow by human users.

    In this blog post, we have taken a look at the five best shopping bots for online shoppers. We have discussed the features of each bot, as well as the pros and cons of using them. Ticket bots use software to execute automated tasks based on the instructions bot makers provide. Bots buy concert tickets in bulk by using speed to purchase tickets faster than regular people, and volume to get around ticket purchase limits. Continuous bot activity can slow down the affected e-commerce platform’s performance, leading to longer loading times and a frustrating shopping experience. Bad actors also use bots to power account takeover attacks and gain unauthorized access to user accounts.

    Arkose Bot Manager is uniquely positioned to help fight e-commerce fraud by detecting shopping bots and blocking them early in their tracks. Instead of blocking any user outrightly, Arkose Labs allows users to prove their authenticity with proprietary Arkose MatchKey challenges. These challenges are served to users according to their real-time risk assessment. Coupy is an online purchase bot available on Facebook Messenger that can help users save money on online shopping. It only asks three questions before generating coupons (the store’s URL, name, and shopping category). Currently, the app is accessible to users in India and the US, but there are plans to extend its service coverage.

    purchase bots

    Story Bikes is all about personalization and the chatbot makes the customer service processes faster and more efficient for its human representatives. Automated shopping bots find out users’ preferences and product interests through a conversation. Once they have an idea of what you’re looking for, they can create a personalized recommendation list that will suit your needs. And this helps shoppers feel special and appreciated at your online store.

    Ticket hoarding can create an unfair marketplace where the distribution of tickets is skewed in favor of resellers rather than genuine fans. It is a profitable business for resellers, as they capitalize on the scarcity they create. However, this lack of fairness can frustrate consumers and result in inefficient resource allocation, where tickets may not end up in the hands of those who genuinely value them. Inventory purchase bots hoarding in the online gaming industry can result in limited access to highly sought-after gaming consoles, video games, or in-game items. Consumers may have to pay significantly more than the retail price to acquire gaming products due to artificial price inflation. Gamers who cannot access the products they desire may express discontent and frustration, impacting the gaming community and reputation of the platform.

    Better customer experience

    Overall customer experience is greatly enhanced by AI Chatbots; available 24/7 unlike traditional customer service channels which have fixed working hours. They provide prompt responses thereby enhancing service delivery hence customers’ feelings towards retail experiences are improved. Shopping bots offer numerous benefits that greatly enhance the overall shopper’s experience. These bots provide personalized product recommendations, streamline processes with their self-service options, and offer a one-stop platform for the shopper.

    This prevents them from solving the challenges at scale and wastes the time and resources, making the attack financially non-viable. Inventory management is a vital component of supply chain and business operations, ensuring product availability and minimizing the risk of stockouts. This process encompasses overseeing the procurement, storage, and distribution of goods for optimal operational efficiency.

    purchase bots

    It offers an easy-to-use interface, allows you to record and send videos, as well as monitor performance through reports. WATI also integrates with platforms such as Shopify, Zapier, Google Sheets, and more for a smoother user experience. This company uses its shopping bots to advertise its promotions, collect leads, and help visitors quickly find their perfect bike.

    How Shopping Bots Negatively Affect Inventory Management

    Intercom is a full featured customer messaging platform that is excellent at managing customer conversations through different stages of the buyer’s journey. It has features such as targeted messaging, a unified box for customer communications or personalized support. If you need to be in constant dialogue and support with your clients Intercom will fit you. It partnered with Haptik to build an Intelligent Virtual Assistant (IVA) with the aim of reducing time for customers to book rooms, lower call volume and ensure 24/7 customer support. While many serve legitimate purposes, violating website terms may lead to legal issues. Capable of identifying symptoms and potential exposure through a series of closed-ended questions, the Freshworks self-assessment bots also collected users’ medical histories.

    Verloop automates customer support & engagement on websites, apps & messaging platforms through AI-based technology. Verloop’s key features include lead qualification, ticketing integration or personalized customer support among others. This solution would be ideal for firms aiming at improving efficiency and effectiveness in providing support services. Cartloop specializes in conversational SMS marketing and allows businesses to connect with customers on a more personal level. Other functions include abandoned cart recovery, personalized product recommendations or customer support.

    And given the fortune that successful bot operators can make, ticketing bots aren’t going away anytime soon. Using bots to scalp tickets is a perfect example of rent-seeking behavior (economist talk for leeching) that adds no benefit to society. But as long as there’s a secondary market to sell tickets at markups of over 1,000%, bad actors will fill the void to take advantage.

    It is the most straightforward chatbot offering for small and medium-sized business owners. For businesses, the use of bots in online shopping can lead to increased sales. These bots make the buying process more attractive through increased efficiency, personalization and improving general customer experience. A satisfied customer will be more willing to buy again or come back later.

    purchase bots

    It’s a bit more complicated as you’re starting with an empty screen, but the interface is user-friendly and easy to understand. Then, pick one of the best shopping bot platforms listed in this article or go on an internet hunt for your perfect match. One is a chatbot framework, such as Google Dialogflow, Microsoft bot, IBM Watson, etc. https://chat.openai.com/ You need a programmer at hand to set them up, but they tend to be cheaper and allow for more customization. With these bots, you get a visual builder, templates, and other help with the setup process. In fact, a study shows that over 82% of shoppers want an immediate response when contacting a brand with a marketing or sales question.

    Do you want to explore more on purchase bots?

    The technique entails employing artificial intelligence tools that can analyze customers’ data about their previous purchases. Rather, personalization increases the satisfaction of the shopper and increases the likelihood that sales will be concluded. Using conversational commerce, shopping bots simplify the task of going through endless product options and provide smart features that help potential customers find what they’re searching for. Chatbots can ask specific questions, offer links to various catalogs pages, answer inquiries about the items or services provided by the business, and offer product reviews. These future personalization predictions for AI in e-commerce suggest a deeper level of complexity (Kleinberg et al., 2018). Thus, future AI bots will have personalized shopping experiences based on huge customer data such as past purchases and browsing etc (Kleinberg et al., 2018).

    Providing top-notch customer service is the key to thriving in such a fast-paced environment – and advanced shopping bots emerge as a true game-changer in this case. Moreover, AI chatbots have been combined with other latest advances in technology like augmented reality (AR) and the internet of things (IoT). For example, IoT allows for seamless shopping experiences across multiple devices. However, these developments can be easily connected by making use of AI chatbots to enable an improved shopping environment that is more interconnected. Bot for buying online helps you to find best prices and deals hence save money for buyers. They compare prices from different platforms, alerting customers where there are discounts or any other promotions and sometimes even convincing sellers to reduce prices.

    • A shopping bot can provide self-service options without involving live agents.
    • Shopping bots can negatively impact consumer experience by engaging in activities that disrupt the shopping process.
    • Consumers also lose out on the speed with which bots can complete transactions.
    • In fact, a study shows that over 82% of shoppers want an immediate response when contacting a brand with a marketing or sales question.

    Prior to the sale of tickets online, bad bots are used to create fake accounts or take over existing legitimate ones. Read on to discover everything you need to know about ticket bots—and how you can beat them. Further, event organizers may need to invest in additional resources and technologies to combat ticket hoarding, such as implementing bot detection systems and fraud prevention measures. They also risk facing damage to their reputation when consumers blame them for ticket scalping issues. Negative publicity can impact the image of events and organizers, making it harder to build trust with fans.

    The solution helped generate additional revenue, enhance customer experience, promote special offers and discounts, and more. CEAT achieved a lead-to-conversion rate of 21% and a 75% automation rate. Shopping bots cater to customer sentiment by providing real-time responses to queries, which is a critical factor in improving customer satisfaction. That translates to a better customer retention rate, which in turn helps drive better conversions and repeat purchases. For today’s consumers, ‘shopping’ is an immersive and rich experience beyond ‘buying’ their favorite product.

    Checkout bots rapidly complete the purchase process, bypassing waiting queues or restrictions on limited releases. Mindsay believes that shopping bots can help reduce response times and support costs while improving customer engagement and satisfaction. Its shopping bot can perform a wide range of tasks, including answering customer questions about products, updating users on the delivery status, and promoting loyalty programs. Its voice and chatbots may be accessed on multiple channels from WhatsApp to Facebook Messenger. This has been taken care of by online purchase bots which have made purchasing much easier than before thus making it more personal and user friendly.

    Bot induced also inflates the prices of the products, which reduces their affordability and denies consumers an opportunity to avail of the discounts and deals. Arkose Labs is a global leader in bot management, serving several leading e-commerce platforms successfully ward off shopping bots. Arkose Labs unique approach and cutting-edge technology ensures bots stand no chance to disrupt business operations or user experience. You can foun additiona information about ai customer service and artificial intelligence and NLP. Combating malicious shopping bots is essential for e-commerce and other online platforms to maintain fair and secure digital shopping environments for genuine customers.

    What measures can businesses take to keep shopping bots off their websites and apps?

    The no-code platform will enable brands to build meaningful brand interactions in any language and channel. We have also included examples of buying bots that shorten the checkout process to milliseconds and those that can search for products on your behalf ( ). From handling customer complaints and providing swift recommendations to 24/7 assistance and improving customer satisfaction, these digital wizards are transforming the shopping experience.

    Just because we make automation easy to build doesn’t mean you have to build from scratch. Skip the hassle of development and maintenance and get your project Chat PG completed faster. Quickly implement advanced AI solutions like Microsoft Voice and Google Cloud Natural Language to generate useable data and insights.

    Fast checkout

    The possible future for AI chatbots in online shopping looks good going by the technological advancements that have allowed for personalization, efficiency and interactivity in purchasing. In so doing, these changes will make buying processes more beneficial to the customer as well as the seller consequently improving customer loyalty. Engati is designed for companies who wants to automate their global customer relationships. The benefits that come with using bots in online purchase are manifold and they enhance both customers’ experience and general business performance. Starting from quick searches and improved effectiveness to saving on costs, as well as increased sales, AI-driven gadgets have already become indispensable in e-commerce world today.

    If shoppers were athletes, using ticket bot software would be the equivalent of doping. Get the answers to these questions & learn everything you need to know about ticket scalping bots in this comprehensive blog post. All of these bot activities can erode consumers’ trust in the platform’s security measures and create a stressful shopping environment.

    It can respond to comments and DMs, answer questions about products and services, and even place orders on behalf of customers. Denial of inventory practices in e-commerce platforms can disrupt stable pricing structures and consumer access to products, leading to unpredictability in the market. It can lead to product shortages and stockouts, making it difficult for retailers to meet customer demand. These are software applications which handle the automation of customer engagements within online business. In most cases, such chatbots are built on the principles of artificial intelligence (AI) and machine learning for purposes like processing transactions and customer support services. Shopping bots enhance customer experience through personalized recommendations, quick responses, efficient checkouts, and 24/7 availability, simplifying the shopping process and improving satisfaction.

    This also disrupts the normal sales cycles for products, making it challenging for businesses to predict sales and revenue accurately. Shopping bots, a form of automated software, are malicious tools attackers use to disrupt the online shopping landscape and harm e-commerce platforms. These bots come in various types, such as price scraping bots, which clandestinely gather product data and overload servers, impacting website or app performance. Fake review bots manipulate customer perceptions by posting fraudulent reviews.

    Reps. Filler, McFall take ‘Swift’ action to protect people against ticket bots – Michigan House Republicans

    Reps. Filler, McFall take ‘Swift’ action to protect people against ticket bots.

    Posted: Thu, 25 Apr 2024 07:00:00 GMT [source]

    These virtual assistant bots are designed to improve the customer journey and are not to be confused with the shopping bots that attack ecommerce businesses. Tidio’s online shopping bots automate customer support, aid your marketing efforts, and provide natural experience for your visitors. This is thanks to the artificial intelligence, machine learning, and natural language processing, this engine used to make the bots. This no-code software is also easy to set up and offers a variety of chatbot templates for a quick start.

    Repeated instances of unavailability and inflated prices can damage the reputation of travel and hospitality booking platforms. Ada has an amazing track record when it comes to solving customers’ queries. It can help you to automate and enhance end-to-end customer experience and, in turn, minimize the workload of the support team.

    A shopping bot is a software program that can automatically search for products online, compare prices from different retailers, and even place orders on your behalf. Shopping bots can be used to find the best deals on products, save time and effort, and discover new products that you might not have found otherwise. In this blog post, we will take a look at the five best shopping bots for online shopping. We will discuss the features of each bot, as well as the pros and cons of using them.

    An expediting bot can easily reach the checkout page in the time that it could take a fan to type his or her email address. And a single bot can open 100 windows and simultaneously proceed to the checkout page in all of them, coming away with a huge volume of tickets. Fraudsters abuse the account signup process by using bots to create accounts in bulk. These accounts are then misused to get around ticketing purchasing limits (most ticketing companies limit to 4 or 6 tickets per customer). What all ticket bots have in common is that they provide the person using the bot with an unfair advantage.

    More so, these data could be a basis to improve marketing strategies and product positioning thus higher chances of making sales. Manage your general ledger, eliminate manual quote to cash tasks, and automate procure to pay processes. Get reusable task bots that connect to SAP, Sage Intacct, Excel, and Invoicely and more. Get reusable task bots for SAP, Excel, artificial intelligence and more with just a few keystrokes. Unlike all the other examples above, ShopBot allowed users to enter plain-text responses for which it would read and relay the right items.

    Arkose Labs provides reporting and insights on bot behavior, which is valuable for businesses to understand the scope and impact of bot threats. Arkose MatchKey challenges have in-built resilience to automated solvers and bots of all advancement levels. As a result, bots instantly fail when faced with an Arkose MatchKey challenge. Persistent malicious humans trying to circumvent the challenges at scale, soon find out that it’s not possible to create a solver for a single challenge without putting in days together. Given that there are several variations of each Arkose MatchKey challenge, it is virtually impossible to create a solver that can clear all challenges.

    I tried searching on youtube and google but they dont really show the basics and where to start… You can even embed text and voice conversation capabilities into existing apps. Some are ready-made solutions, and others allow you to build custom conversational AI bots. Latercase, the maker of slim phone cases, looked for a self-service platform that offered flexibility and customization, allowing it to build its own solutions.

    purchase bots

    With the help of multi-channel integration, you can boost retention rates and minimize complaints. Botsonic’s ability to revolutionize customer service while effortlessly integrating into existing structures is what makes it a favored choice amongst businesses of all sizes. Check out a few super cool examples of Botsonic as a shopping bot for ecommerce. A customer enters your ecommerce store looking for a cute new dress for a summer party.

    This strategic routing significantly decreased wait times and customer frustration. Consequently, implementing Freshworks led to a remarkable 100% increase in Fantastic Services’ chat Return on Investment (ROI). If you liked this example and want to use it on your own ecommerce store, apps like Amico connect Shopify with Messenger to alert users who added items to their cart and are also logged in on Facebook. Provide them with the right information at the right time without being too aggressive.