Resources
Curated external resources including papers, books, courses, and documentation.
Advances in Financial Machine Learning
bookComprehensive guide on applying machine learning techniques to quantitative finance and algorithmic trading.
Algorithmic Trading: Winning Strategies and Their Rationale
bookPractical guide to algorithmic trading strategies including mean reversion, momentum, and pair trading.
Chat With Traders
podcastPodcast featuring interviews with successful traders, hedge fund managers, and quant professionals.
FinGPT: Open-Source Financial Large Language Models
paperProposes FinGPT, an open-source framework for financial LLMs with data curation, fine-tuning, and applications.
FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning
paperIntroduces FinRL-Meta with standardized market environments and data connectors for financial RL research.
FinRL: Deep Reinforcement Learning Framework for Automated Stock Trading
paperIntroduces FinRL framework for applying deep reinforcement learning to stock trading and portfolio management.
FinRobot: An Open-Source Autonomous AI Agent for Financial Analysis
paperPresents FinRobot, an autonomous LLM agent framework for multi-source financial analysis and decision support.
Financial Engineering and Risk Management Specialization
courseCoursera specialization in financial engineering covering derivatives, risk management, and quantitative methods.
Finimize
newsletterDaily financial news newsletter providing concise market summaries and investment insights.
Machine Learning for Algorithmic Trading
bookHands-on guide to designing ML models for trading strategies with Python, from data to deployment.
Python for Finance: Mastering Data-Driven Finance
bookComprehensive guide to applying Python programming for financial analysis, derivatives, and trading.
QuantConnect Forum
communityCommunity forum for QuantConnect users discussing algorithm development, strategies, and platform features.
QuantInsti EPAT
courseExecutive Programme in Algorithmic Trading covering quantitative finance, ML, and trading technologies.
QuantNet
communityLeading online community for quantitative finance education, careers, and industry discussion.
Quantocracy
blogCurated blog aggregator covering quantitative trading, algorithmic strategies, and market research.
Quantopian Lectures
courseFree educational lecture series covering quantitative finance concepts, algorithms, and portfolio theory.
TradingAgents: Multi-Agent LLM Framework for Financial Trading
paperPresents multi-agent LLM framework for collaborative financial trading and portfolio management.
WorldQuant BRAIN
courseOnline platform for learning quantitative finance through simulations, competitions, and research challenges.
r/algotrading
communityReddit community for algorithmic trading discussion, strategy sharing, and technical Q&A.
