Algorithmic Trading A-Z with Python, Machine Learning & AWS
Algorithmic Trading A-Z with Python, Machine Learning & AWS
Build your own truly Data-driven Day Trading Bot | Learn how to create, test, implement & automate unique Strategies.
Algorithmic Trading A-Z with Python, Machine Learning & AWS is a course that teaches you how to develop more complex and unique trading strategies with Python. The course covers all required coding skills (Python, Numpy, Pandas, Matplotlib, scikit-learn, Keras, Tensorflow) from scratch in a very practical manner. You will learn how to combine simple and also more complex technical indicators and create machine learning- and deep learning- powered strategies
What you'll learn
- Build automated Trading Bots with Python and Amazon Web Services (AWS)
- Create powerful and unique Trading Strategies based on Technical Indicators and Machine Learning / Deep Learning.
- Rigorous Testing of Strategies: Backtesting, Forward Testing and live Testing with paper money.
- Fully automate and schedule your Trades on a virtual Server in the AWS Cloud.
- Truly Data-driven Trading and Investing.
- Python Coding and Object Oriented Programming (OOP) in a way that everybody understands it.
- Coding with Numpy, Pandas, Matplotlib, scikit-learn, Keras and Tensorflow.
- Understand Day Trading A-Z: Spread, Pips, Margin, Leverage, Bid and Ask Price, Order Types, Charts & more.
- Day Trading with Brokers OANDA, Interactive Brokers (IBKR) and FXCM.
- Stream high-frequency real-time Data.
- Understand, analyze, control and limit Trading Costs.
- Use powerful Broker APIs and connect with Python.
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