snussik / PythonForFinanceRiskAndReturn

A full course with Python on financial risk and return. Includes video content in 8 lessons with JuPyter Notebooks.

Python for Finance: Risk and Return

A 2.5h Full Online Video course

• Course page
• YouTube course playlist

How this works

There are two options

1. Download all Notebooks and follow the course from the course page (with embedded videos and code).
2. Open the Notebooks directly using links to Colab

Option 1

• You need Anaconda (with Jupyter Notebook and Python) installed (instructions on course page)
• Go to Course page

Option 2

• No installations needed
• Follow the YouTube playlist YouTube course playlist
• Lessons
  • Lesson 1: Intro to NumPy
  • Lesson 2: Volatitlity
  • Lesson 3: Sharpe Ratio
  • Lesson 4: Monte Carlo Simulation and Efficient Frontier
  • Lesson 5: Correlation
  • Lesson 6: Linear Regression
  • Lesson 7: Beta
  • Lesson 8: CAPM