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Algorithmic Stock Trading and Equity Investing with Python

Interactive Brokers (IBKR) for Algorithmic Trading & Portfolio Investing | Stock Market Analysis, ETF Trading & Theory
4.4 ★★★★★7,265 studentsCreated by Alexander HagmannLast updated Oct 15, 2025🌐 English

What you'll learn

Algorithmic Stock Trading with Python and the Interactive Brokers (IBKR) API
Automated ETF & Equity Portfolio Investing
Passive (ETF), Semi-Active and Active Investing
Stock Trading Strategies with multiple Tickers
Equity Portfolio Optimization, Management & Rebalancing
Backtesting and Implementation of Trading & Investment Strategies
Technical Analysis and Indicators
Equity Valuation Methods (DDM and Multiples)
Fundamental Analysis
Stock Indices and Index Tracking/Replication
How to measure, benchmark & improve the Performance of your Equity Portfolio
Loading and analysing Stock Data from (free) Web Sources
API Trading with Interactive Brokers
Python Basics & Numpy, Pandas, Matplotlib
Truly Data-driven Trading and Investing
Asset-Pricing Models (CAPM)
Black-Litterman Model

Requirements

No Python experience needed. This course provides a Python Crash Course.
No Finance/Investment knowledge required. You will learn everything you need to know.
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).

Description

Frequently Asked Questions

Student Feedback

4.4
★★★★★
Course Rating
75%
15%
5%
5%
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S
Sarah J.
★★★★★2 weeks ago

This course was absolutely amazing! The instructor explained everything clearly and the projects were very helpful.

M
Michael T.
★★★★1 month ago

Great content, highly recommended for beginners. Just wish there were more practice exercises.

D
David K.
★★★★★2 months ago

Best course on this topic I've taken so far. Worth every penny (even better since I got it for free!).

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Algorithmic Stock Trading and Equity Investing with Python
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This course includes:
  • 📺 37h 30m on-demand video
  • 📱 Access on mobile and TV
  • ♾️ Full lifetime access
  • 🏆 Certificate of completion