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.

Created by: Alexander Hagmann
Data Scientist | Finance Professional | Entrepreneur

What Will I 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.

Requirements

• No prior Python knowledge required. This course provides a Python Crash Course.
• No prior Finance/Trading knowledge required. This course explains the Basics.
• A desktop computer (Windows, Mac, or Linux) capable of storing and running Anaconda. The course will walk you through installing the necessary free software.
• An internet connection capable of streaming HD videos.
• Some high school level math skills would be great (not mandatory, but it helps)

Target audience

• (Day) Traders and Investors who want to professionalize and automate their Business.
• (Day) Traders and Investors tired of relying on simple strategies, chance and hope.
• Finance & Investment Professionals who want to step into Data-driven and AI-driven Finance.
• Data Scientists and Machine Learning Professionals.