Dive into the fundamentals of advanced algorithmic trading in the US—from distinguishing high-frequency and quantitative trading to designing robust strategies and integrating AI for superior performance.
AI Agents for Stock Trading: The Future of Investing In today’s fast-paced financial world, traditional trading methods are rapidly giving way to technology-driven strategies. AI agents for stock trading are at the forefront of this revolution, completely reshaping the way investors analyze data, execute trades, and manage risk. This comprehensive guide is designed for both…
Discover how AI agents use data to predict stock trends. Learn fresh success stories, research insights, and practical tips for smarter, profitable trading.
Discover how to create AI agents for algorithmic trading. This guide walks you through building a trading bot with machine learning and testing it using Backtrader.
Learn how to use sentiment analysis for stock trading with this hands-on tutorial. We’ll guide you through collecting news data, cleaning it, and using FinBert to predict stock price movements. Perfect for traders and developers interested in AI-powered trading strategies.
The stock market can feel like a playground where the big kids (institutional investors or “Smart Money”) seem to know all the tricks. They often manipulate the game to their advantage, leaving the smaller kids (retail traders or “Dumb Money”) confused and frustrated. But what if you had a secret weapon, a way to understand…
Backtesting is a crucial part of effective trading strategies. It allows us to test how a strategy would have performed in the past using historical data, which gives us ideas on how much money it could make and what risks are involved. However, backtesting has its problems. Many traders make common mistakes and have biases…
From my experience in the trading world, I can tell you that staying ahead of the curve is key. And in the fast-paced world of Bitcoin, that means exploring new tools and strategies. That’s why I’ve been diving into Multi-level Deep Q-Networks (MDQNs). They offer a unique approach to tackling the complexities of cryptocurrency trading….
This semi-monthly column explores the rapid advancements and impacts of Artificial Intelligence (AI) in the banking and finance sectors. The insights provided include news, industry reports, academic papers, and central bank activities, accompanied by links to primary sources and, where possible, free versions. News Highlights Wall Street Faces 200,000 Job Cuts Due to AI Transformation…
Let’s be real: backtesting is like the ultimate “what if” game for traders. What if I’d bought Apple stock in 2005? What if I’d shorted GameStop before it went viral? But here’s the kicker—what if your backtest is lying to you? Yep, that’s right. Most backtests fail, and it’s not just because of bad data…