{"id":5166,"date":"2026-01-15T08:49:44","date_gmt":"2026-01-15T08:49:44","guid":{"rendered":"https:\/\/domingocaceres.es\/RadioActiva\/?p=5166"},"modified":"2026-01-15T10:13:06","modified_gmt":"2026-01-15T10:13:06","slug":"ai-trading-how-ai-is-used-in-stock-trading-2","status":"publish","type":"post","link":"https:\/\/domingocaceres.es\/RadioActiva\/uncategorized\/ai-trading-how-ai-is-used-in-stock-trading-2\/","title":{"rendered":"Ai Trading: How Ai Is Used In Stock Trading"},"content":{"rendered":"<div id=\"toc\" style=\"background: #f9f9f9;border: 1px solid #aaa;margin-bottom: 1em;padding: 1em;width: 350px\">\n<p class=\"toctitle\" style=\"font-weight: 700;text-align: center\">Content<\/p>\n<ul class=\"toc_list\">\n<li><a href=\"#toc-0\">Backtest And Optimize Your Ai Strategy<\/a><\/li>\n<li><a href=\"#toc-1\">Reducing Research Time And Improving Accuracy<\/a><\/li>\n<li><a href=\"#toc-2\">Trendspider: Real Ai Models &amp; Machine Learning<\/a><\/li>\n<li><a href=\"#toc-3\">Ai Data Preparation &amp; Engineering Services &amp; Solutions Company<\/a><\/li>\n<li><a href=\"#toc-4\">What Is The Best Free Ai Stock Trading Bot?<\/a><\/li>\n<li><a href=\"#toc-5\">How To Use Trading Bots Safely<\/a><\/li>\n<\/ul>\n<\/div>\n<p>They also implement <a href=\"https:\/\/brokerlistings.com\/reviews\/iqcent\">iqcent app<\/a> risk mitigation strategies, such as stop-loss orders and diversification, to protect traders from significant losses. Scenario testing takes this a step further by simulating various market conditions, helping traders assess the robustness of their strategies under different scenarios. Natural language processing (NLP) allows AI tools to analyze textual data, such as news articles, social media posts, and financial reports, to gauge market sentiment. Reinforcement learning, a specialized subset of machine learning, enables AI systems to refine their strategies over time by learning from past successes and failures. By automating repetitive tasks and minimizing emotional biases, AI empowers traders to focus on refining strategies  and managing risks effectively.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" style=\"margin-left:auto;margin-right:auto\" 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\" width=\"308px\" alt=\"AI powered trading strategies\" \/><\/p>\n<h2 id=\"toc-0\">Backtest And Optimize Your Ai Strategy<\/h2>\n<div style=\"border: grey dashed 1px;padding: 10px\">\n<h3>Top Crypto Trading Bots in 2026 for Automated Trading &#8211; BeInCrypto<\/h3>\n<p>Top Crypto Trading Bots in 2026 for Automated Trading.<\/p>\n<p>Posted: Mon, 15 Dec 2025 08:00:00 GMT <a href=\"https:\/\/news.google.com\/rss\/articles\/CBMiY0FVX3lxTFBiQkFyWUpzdlhzS3RJOEMxNllGRDY1UWtKSmNtS0pIcmp0LWs2UEFlUkZvV1VKT1lDam9jTjFzQU15MllEZjJCZ19XR1o2RjhWblIyRVI1aVJWMjhYczlvYnpMNA?oc=5\" rel=\"nofollow\">source<\/a><\/p>\n<\/div>\n<p>LLM-based feature engineering is an exciting new frontier. They can significantly impact real-world results compared to theoretical backtests. I visualize performance over time using equity curves. They help me evaluate downside risk more effectively than the Sharpe ratio alone.<\/p>\n<div style=\"text-align:center\"><\/div>\n<h3 id=\"toc-1\">Reducing Research Time And Improving Accuracy<\/h3>\n<p>Comparing bot trading and manual trading highlights both the strengths and limitations of automation. Many professional desks deploy bots to dynamically hedge portfolios, adjust positions as underlying prices and implied volatility change, and roll contracts as they approach expiry. Automated systems in this area <a href=\"https:\/\/www.forexbrokersonline.com\/iqcent-review\">https:\/\/www.forexbrokersonline.com\/iqcent-review<\/a> must be aware of contract expirations, margin requirements, and the non\u2011linear behavior of options due to Greeks such as delta and gamma. Portfolio rebalancing bots are common in equity portfolios to maintain exposure to different sectors or factors. Supervised learning models might be trained to predict the probability that the next bar\u2019s return will be positive, negative, or within a given range.<\/p>\n<div style=\"text-align:center\"><\/div>\n<h3 id=\"toc-2\">Trendspider: Real Ai Models &amp; Machine Learning<\/h3>\n<p><img decoding=\"async\" class=\"aligncenter\" style=\"margin-left:auto;margin-right:auto\" 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\" width=\"303px\" alt=\"AI powered trading strategies\" \/><\/p>\n<p>This strategy is based on the idea that prices tend to return to their historical average after extreme movements. One of the most straightforward AI trading strategies is trend following. Below are some of the best AI trading strategies for those new to algorithmic trading.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" style=\"margin-left:auto;margin-right:auto\" 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\" width=\"307px\" alt=\"AI powered trading strategies\" \/><\/p>\n<h2 id=\"toc-3\">Ai Data Preparation &amp; Engineering Services &amp; Solutions Company<\/h2>\n<div style=\"text-align:center\"><\/div>\n<p>By analyzing data and pinpointing optimal trading opportunities, these algorithms enhance trading efficiency and have the potential to boost profitability. This ability to evolve makes AI-driven trading strategies more dynamic and responsive to market changes. Unlike traditional algorithmic trading, which relies on fixed rules, AI models can learn from data, adapt to new patterns, and continuously improve over time. AI-driven trading algorithms leverage advanced techniques like machine learning and predictive analytics to enhance decision-making processes. Automated trading relies on algorithms, which are sets of  programmed rules designed to make decisions based on specific criteria.<\/p>\n<div style=\"border: grey dotted 1px;padding: 15px\">\n<h3>Composer Supercharges Investing Platform with New \u2018Trade With AI\u2019 Tool &#8211; Business Wire<\/h3>\n<p>Composer Supercharges Investing Platform with New \u2018Trade With AI\u2019 Tool.<\/p>\n<p>Posted: Tue, 21 Oct 2025 07:00:00 GMT <a href=\"https:\/\/news.google.com\/rss\/articles\/CBMiwwFBVV95cUxNOU9ydGo0ZXpBcV8tTGkxV1B5LVl5Q1QwZm1ueUlic19zYlhYWFpfM3V0VTZmc21IOHRXYWQzbDBPMno4aW4wUkxCeVh4ZG05TllYMkxjTlF5em5SMUFNcnJtRlF4ZDE4U29SR25XeEk1bERmSmZpSU55UnJ1NWpob0laekNSblMzTk1DdDJwdjVhNnI2MVdJcDVzUjltUjd3bVoyZVBvRXpsQnktcl84VDBqaXFTQm1GWXBZSXBYRkdUSDQ?oc=5\" rel=\"nofollow\">source<\/a><\/p>\n<\/div>\n<h3 id=\"toc-4\">What Is The Best Free Ai Stock Trading Bot?<\/h3>\n<p>The system continuously reads prices, volumes, order book information, and sometimes news or alternative data, then takes actions that have been defined in advance. Top stories, top movers, and trade ideas delivered to your inbox every weekday before and after the market closes. That\u2019s why the smartest traders today treat AI as a partner, not a pilot. The traders seeing the biggest gains aren\u2019t just picking the right software.<\/p>\n<ul>\n<li>Its advanced pattern recognition capabilities and intelligent backtesting features have significantly enhanced my trading strategies.<\/li>\n<li>Analytics Insight is an award-winning tech news publication that delivers in-depth insights into the major technology trends that impact the markets.<\/li>\n<li>The \u201cEnhanced\u201d plan for $197 per month (discounted to $1,182 per year) adds the ability to use up to 30 trading bots running one at a time, 100 simultaneous alerts, phone support, and other expanded perks.<\/li>\n<\/ul>\n<ul>\n<li>For investors who rely on automated investing, AI tools can avoid making emotional decisions and maintain more logical and consistent trading.<\/li>\n<li>The following list highlights a diverse range of AI-powered platforms for traders.<\/li>\n<li>Think of it as a crystal ball, only powered by data, and you can predict market changes, rather than simply responding to them.<\/li>\n<li>Some AI tools use deep learning, a more complex form of machine learning.<\/li>\n<li>Its primary strength is the combination of AI-driven forecasting and institutional-quality data.<\/li>\n<\/ul>\n<p>It also includes the \u201cOddsMaker,\u201d a point-and-click backtesting tool that allows traders to test their own ideas without any programming. Traders can build and test strategies using a point-and-click interface against 50 years of historical data. Instead of pushing buy or sell signals, it equips users with contextual data to explain why assets move.<\/p>\n<p>These factors are then combined into a single VST score, allowing users to instantly see which stocks are safe,  undervalued, and rising in price. Its primary strength is the ability to distill complex market noise into clear, actionable visuals. It acts as a powerful \u201ctop-of-funnel\u201d tool for finding trade ideas without <a href=\"https:\/\/www.trustpilot.com\/review\/iqcent.pro\">https:\/\/www.trustpilot.com\/review\/iqcent.pro<\/a> software bloat. Finviz is also famous for its heatmaps, a powerful visualization tool that provides a color-coded, at-a-glance view of sector, industry, or broad market performance. A key feature of the screener is its ability to scan for stocks exhibiting 30 specific chart patterns (like wedges and triangles) and numerous candlestick patterns. Unlike black-box bots, Tickeron provides detailed \u201cConfidence Levels\u201d and public track records for every agent.<\/p>\n<ul>\n<li>Since 2007, I have been using algorithmic and backtested strategies.<\/li>\n<li>Tickeron is designed for active day and swing traders who want to leverage institutional-grade AI without needing to code algorithms themselves.<\/li>\n<li>AI trading is commonly used in stock markets, forex trading, and cryptocurrency trading.<\/li>\n<li>AI trading reports provide traders with valuable insights into their performance, helping them refine their strategies and make informed decisions.<\/li>\n<\/ul>\n<div style=\"justify-content: center\"><\/div>\n<p>Human oversight is still crucial for managing risk and making final decisions. Let\u2019s look at how AI works in trading and why it matters. Tickeron offers pre-made AI strategies and portfolios. From my research, the reality is that TrendSpider\u2019s\u00a0AI Strategy Lab\u00a0is the only tool that lets you train your custom AI models without coding.<\/p>\n<p>These cutting-edge systems aim to identify high-probability trades and recognize chart patterns with greater accuracy than traditional methods. I\u2019ve personally tested dozens of AI trading platforms, seeking out the most effective tools for my investing. As an experienced trader certified with the International Federation of Technical Analysts, I\u2019ve witnessed the rapid evolution of AI in the financial markets. It also offers real-time charts, broker integration, and a live trading room, which sets it apart from many competitors. Natural language processing helps analyze news and social media sentiment.TrendSpider\u2019s AI Strategy Lab is designed specifically for financial data analysis. Machine learning algorithms like neural networks work well for market prediction.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Content Backtest And Optimize Your Ai Strategy Reducing Research Time And Improving Accuracy Trendspider: Real Ai Models &amp; Machine Learning Ai Data Preparation &amp; Engineering Services &amp; Solutions Company What Is The Best Free Ai Stock Trading Bot? How To Use Trading Bots Safely They also implement iqcent app risk mitigation strategies, such as stop-loss &hellip; <a href=\"https:\/\/domingocaceres.es\/RadioActiva\/uncategorized\/ai-trading-how-ai-is-used-in-stock-trading-2\/\" class=\"more-link\">Seguir leyendo <span class=\"screen-reader-text\">Ai Trading: How Ai Is Used In Stock Trading<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":36,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/posts\/5166"}],"collection":[{"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/users\/36"}],"replies":[{"embeddable":true,"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/comments?post=5166"}],"version-history":[{"count":1,"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/posts\/5166\/revisions"}],"predecessor-version":[{"id":5167,"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/posts\/5166\/revisions\/5167"}],"wp:attachment":[{"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/media?parent=5166"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/categories?post=5166"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/domingocaceres.es\/RadioActiva\/wp-json\/wp\/v2\/tags?post=5166"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}