Algorithmic Trading
Course Index
40 Lessons · 3 Levels
Complete algorithmic trading roadmap — MA/RSI strategies, Backtrader, QuantConnect, IBKR, Zerodha Kite, OANDA, ML for trading, LSTM prediction, and real global bot builds.
40Lessons
3Levels
2Projects
FreeAccess
Level IFoundations & Strategy DevelopmentLessons 1–13
Lesson 01
What is Algorithmic Trading?
Lesson 02
Setting Up the Python Trading Stack
Lesson 03
Fetching Global OHLCV Data
Lesson 04
Technical Indicators with TA-Lib & pandas_ta
Lesson 05
Moving Average Crossover Strategy
Lesson 06
RSI Mean Reversion Strategy
Lesson 07
Momentum & Trend-Following Strategies
Lesson 08
Mean Reversion Strategies
Lesson 09
Breakout Strategies
Lesson 10
Pairs Trading & Statistical Arbitrage
Lesson 11
Signal Generation in Code
Lesson 12
Position Sizing Algorithms
Lesson 13
Risk Management in Code
Level IIBacktesting & OptimizationLessons 14–26
Lesson 14
Backtesting Fundamentals
Lesson 15
Vectorized Backtesting with pandas
Lesson 16
Event-Driven Backtesting
Lesson 17
Backtesting with Backtrader
Lesson 18
QuantConnect: Global Cloud Backtesting
Lesson 19
Performance Metrics: Sharpe, Sortino & Drawdown
Lesson 20
Trading Costs & Slippage in Backtesting
Lesson 21
Strategy Optimization & Grid Search
Lesson 22
Overfitting & Walk-Forward Analysis
Lesson 23
Paper Trading & Simulation
Lesson 24
Multi-Asset & Global Portfolio Backtesting
Lesson 25
Sentiment Analysis for Trading Strategies
Lesson 26
Alternative Data for Global Markets
Level IIILive Trading & Global DeploymentLessons 27–40
Lesson 27
Interactive Brokers TWS API: 150 Markets Globally
Lesson 28
Zerodha Kite Connect API: India Markets
Lesson 29
OANDA API: Global Forex & CFD Trading
Lesson 30
MT4/MT5 API: Trading Globally Used Platforms
Lesson 31
Alpaca API: Commission-Free US Markets
Lesson 32
Order Execution in Code
Lesson 33
WebSocket Live Data Feeds
Lesson 34
ML for Trading: Feature Engineering
Lesson 35
ML Models: Random Forest & XGBoost
Lesson 36
LSTM for Price Prediction
Lesson 37
Deploying Bots on Cloud Servers
Lesson 38
Monitoring, Alerting & Telegram Notifications
Lesson 39
Build a Global MA Crossover Bot
Lesson 40
Build an AI-Powered Global Trading System