Module: Python Coding for Machine Learning

Loading data into Python
Pandas
Matplotlib
Scikit-Learn
Testing ML models

Dates: Fri, Jan 20 - Wed, Jan 25

Readings

Microsoft's ML for Beginners GitHub course

Microsoft’s ML for Beginners GitHub course

Tutorial

Machine Learning with PyTorch and Scikit-Learn by Sebastian Raschka

Machine Learning with PyTorch and Scikit-Learn by Sebastian Raschka

Book

Scikit-Learn Tutorials

Scikit-Learn Tutorials

Tutorial

Stanford CS231N's NumPy Tutorial

Stanford CS231N’s NumPy Tutorial

Tutorial

Google Colab Tutorials

Google Colab Tutorials

Tutorial

Kaggle Winning Solutions

Kaggle Winning Solutions

Code Examples

Experiential Learning

Homework 2

Homework 2

25 Jan 11:00 PM