Resources

Curated collection of tools, APIs, educational content, and open-source projects for AI-powered trading. Everything you need to build, backtest, and deploy AI trading strategies.

📺 youtube

YouTube Channels

Educational content from AI trading experts

Nicholas Renotte - AI Trading →
Python tutorials for building AI-powered trading bots and machine learning models for finance
pythonmltutorials
Part Time Larry →
Algorithmic trading strategies, backtesting, and automation with Python
algo-tradingpythonautomation
Algo Trading with Kevin Davey →
Professional algo trader sharing systematic trading strategies and development
strategiessystematicprofessional
Quantopian (Archive) →
Archived content from Quantopian - valuable quant trading education
quanteducationarchive

🛠️ tools

Trading Platforms & Tools

Platforms and services for algo trading

TradingView →
Charting platform with Pine Script for custom indicators and strategies
chartingindicatorspine-script
QuantConnect →
Cloud-based algorithmic trading platform supporting multiple brokers and asset classes
backtestingcloudmulti-asset
Alpaca →
Commission-free API-first stock brokerage for algo traders
apibrokercommission-free
MetaTrader 5 →
Multi-asset trading platform with MQL5 programming and automated trading
forexcfdautomation
Interactive Brokers API →
Professional-grade API for accessing global markets
apiprofessionalglobal
Backtrader →
Python backtesting library for trading strategies
pythonbacktestingopen-source

📊 data

Market Data APIs

Real-time and historical market data sources

Polygon.io →
Real-time and historical market data APIs for stocks, options, forex, and crypto
apireal-timemulti-asset
Alpha Vantage →
Free APIs for real-time and historical stock, forex, and crypto data
freeapistocks
Yahoo Finance API →
Free historical market data via yfinance Python library
freepythonhistorical
Quandl →
Alternative data and financial datasets for quantitative analysis
alternative-dataquantdatasets
CoinGecko API →
Comprehensive cryptocurrency data API - prices, volume, market cap
cryptofreeapi

🎓 courses

Courses & Education

Learn algorithmic and AI-powered trading

Machine Learning for Trading (Georgia Tech) →
Free online course covering ML techniques applied to trading
mlacademicfree
Algorithmic Trading A-Z with Python →
Udemy course on Python-based algo trading strategies
pythonbeginnerpaid
QuantInsti EPAT →
Executive Programme in Algorithmic Trading - comprehensive professional course
professionalcomprehensivepaid

💻 github

Open Source Projects

Trading bots, libraries, and frameworks

Freqtrade →
Open-source crypto trading bot with ML-based strategies
cryptobotpython
TA-Lib →
Python wrapper for technical analysis library - 150+ indicators
pythonindicatorstechnical-analysis
Zipline →
Pythonic algorithmic trading library from Quantopian
pythonbacktestingquant
VectorBT →
Blazing fast backtesting library for Python using vectorized operations
pythonbacktestingperformance
Lean Engine →
QuantConnect's open-source algorithmic trading engine in C#
csharpengineopen-source
Jesse →
Advanced crypto trading framework with AI-powered optimization
cryptopythonai

👥 communities

Communities

Join the conversation with other traders

r/algotrading →
Reddit community for algorithmic trading discussion
redditcommunityactive
QuantConnect Community →
Active forum for quant trading strategy development
forumquantsupport
Elite Trader Forums →
Long-standing trading community with algo trading section
forumtradingestablished

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