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In this course, you will learn :
- Create automated cryptocurrency trading bots using Python, Binance, and Amazon Web Services (AWS)
- Spot Trading and Futures Trading
- Create strong and distinct Crypto Trading Strategies.
- Backtesting, Forward Testing, and Live Testing are all methods of rigorous strategy testing (Paper Trading).
- An In-Depth Look at the Binance API (Spot & Futures).
- API Trading with Binance and a plethora of other Exchanges (FTX, Kraken, ...).
- Trading and investing that is truly data-driven.
- Trading on Margin (Leverage).
- Understand trading terms such as order types, commissions, bid-ask spread, slippage, and liquidation.
- Load historical market data (price, volume, and more) from the cryptocurrency spot and futures markets.
- The CCXT Library provides programmatic access to many Crypto Exchanges.
- Python Coding and Object Oriented Programming (OOP) explained in layman's terms.
- Numpy, Pandas, Matplotlib, and Seaborn coding
- Fully automate and schedule your trades on an AWS Cloud virtual server.
- Stream real-time, high-frequency cryptocurrency data.
- Understanding, analysing, controlling, and limiting trading costs
Syllabus :
- Fundamentals of Trading, Binance and Python for Finance
- Introduction to (Algorithmic) Trading, Cryptocurrencies and Binance
- Cryptocurrency Trading and Investing with Binance A-Z: a Deep Introduction
- Installing Python and Jupyter Notebooks
- Excursus: How to avoid and debug Coding Errors (don´t skip!)
- Trading with Python and the Binance API - an Introduction
- Financial Data Analysis with Python and Pandas - a (deep) Introduction
- Algorithmic Trading: Spot Trading
- What is a Trading Strategy?
- A Long-only Strategy based on Price & Volume Data
- Strategy Optimization and Forward Testing
- Implementation and Automation of Trading Strategies with Binance
- A Long-Short Trading Strategy A-Z
- Cloud Deployment (AWS) | Scheduling Trading Sessions | Full Automation
- Ultimate Homework Challenge: Create, Test and Implement your Strategy!
- Algorithmic Trading: Futures Trading
- Futures Trading on Binance A-Z
- Backtesting Futures Trading Strategies with Leverage
- Implementing and automating Futures Trading on Binance
- API Trading with other Exchanges (FTX, Kraken & co.)
- API Trading with CCXT
- API Trading with FTX
