eBook - Hands-On AI Trading with Python, QuantConnect, and AWS
Available Exclusively as an eBook | Part of the AI Collection | Only for Institutional Purchase | Publication Year: 2025
Description
Hands-On AI Trading with Python, QuantConnect, and AWS provides practical, hands-on guidance for developing AI-driven algorithmic trading strategies. Utilizing Python and QuantConnect, the book covers machine learning, reinforcement learning, sentiment analysis, and large language models for real-world trading applications, risk management, and portfolio optimization, authored by industry experts.
Table of Contents
Introduction to AI and Algorithmic Trading
AI Techniques and Models in Trading
QuantConnect Platform and Market Data
Portfolio Construction and Risk Management
Machine Learning Applications in Trading
Deep Learning and Reinforcement Learning for Trading
Natural Language Processing and Sentiment Analysis
AI-Driven Trading Strategy Development
Case Studies and Practical Examples
Appendices and Supplementary Resources