AI-Powered Automation: Building a Crypto Trading Bot

3. Crypto Market Fundamentals Reading lesson

4. What We Will Build: Course Roadmap Reading lesson

5. Module Test: Introduction to Algo Trading Quiz checkpoint

1. Python Environment Setup Reading lesson

Module 2 🔒

Development Environment and Tools

Set up your development environment: Python, libraries, API keys, and your first connection to a crypto exchange.

5 lessons 1h 2m

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2. Essential Libraries: ccxt, pandas, numpy Reading lesson

3. Exchange API Setup (Testnet) Reading lesson

4. Your First API Call: Fetching Market Data Reading lesson

5. Module Test: Development Environment Quiz checkpoint

1. Collecting Historical Market Data Reading lesson

Module 3 🔒

Data Collection and Processing

Learn to collect, clean, and prepare historical market data — the foundation of any trading bot.

5 lessons 1h 2m

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2. Data Cleaning and Preprocessing Reading lesson

3. Technical Indicators with Python Reading lesson

4. Real-Time Data: WebSockets Reading lesson

5. Module Test: Data Collection Quiz checkpoint

1. Strategy Fundamentals: Entry, Exit, and Signal Logic Reading lesson

Module 4 🔒

Trading Strategy Development

Learn to design, implement, and backtest trading strategies from simple moving average crossovers to advanced multi-indicator systems.

5 lessons 1h 4m

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2. Implementing Simple Strategies: SMA Crossover and RSI Reading lesson

3. Building a Backtesting Engine Reading lesson

4. Backtesting Pitfalls and Overfitting Reading lesson

5. Module Test: Trading Strategies Quiz checkpoint

1. Machine Learning in Trading: Overview Reading lesson

Module 5 🔒

AI and Machine Learning for Trading

Apply machine learning models to trading: feature engineering, model training, sentiment analysis, and integrating AI predictions into your bot.

5 lessons 1h 7m

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2. Building an ML Price Prediction Model Reading lesson

3. Sentiment Analysis for Crypto Markets Reading lesson

4. Integrating AI Predictions into Your Bot Reading lesson

5. Module Test: AI/ML for Trading Quiz checkpoint

1. Why Risk Management Is Everything Reading lesson

Module 6 🔒

Risk Management

The most critical skill in trading. Learn position sizing, stop-losses, drawdown protection, and portfolio diversification strategies.

5 lessons 1h 1m

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2. Position Sizing and Stop-Loss Strategies Reading lesson

3. Drawdown Protection and Circuit Breakers Reading lesson

4. Portfolio Diversification for Bots Reading lesson

5. Module Test: Risk Management Quiz checkpoint

1. Designing Bot Architecture Reading lesson

Module 7 🔒

Bot Architecture and Order Execution

Design a production-ready bot: modular architecture, order execution, state management, error handling, and recovery mechanisms.

5 lessons 1h 4m

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2. Order Types and Execution Logic Reading lesson

3. State Management and Persistence Reading lesson

4. Error Handling and Recovery Reading lesson

5. Module Test: Bot Architecture Quiz checkpoint

1. Deployment Options: VPS, Cloud, and Docker Reading lesson

Module 8 🔒

Deployment, Monitoring, and Operations

Deploy your bot to production: cloud hosting, monitoring dashboards, alerting systems, and operational best practices.

5 lessons 59 min

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2. Monitoring Dashboards and Metrics Reading lesson

3. Alerts and Notification Systems Reading lesson

4. Operational Best Practices Reading lesson

5. Module Test: Deployment and Monitoring Quiz checkpoint

1. Assembling the Complete Bot Reading lesson

Module 9 🔒

Final Project: Assembling Your Trading Bot

Put it all together: assemble a complete trading bot, run it on testnet, review your journey, and plan next steps.

4 lessons 55 min

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2. Testnet Run: Your First Live Test Reading lesson

3. Course Recap and Next Steps Reading lesson

4. Final Exam: AI-Powered Automation Quiz checkpoint