Python and Data Science

parent topic: Materials for Programming Courses

Topics | Exercises

~ 500 slides on Python and Data Science

• Python and Data Science: Overview
• Python and Data Science: NumPy
• Python and Data Science: Pandas
• Python and Data Science: Pyplot
• Python and Data Science: Machine Learning: Theory
• Python and Data Science: Supervised Learning with scikit-learn
• Python and Data Science: Neural Networks with Keras: Overview
• Python and Data Science: Data exploration and unsupervised learning

Other free resources

• Python Data Science Handbook by Jake VanderPlas