Weekly Resources

Week 1

• What is Data Mining & Data Mining Tasks?

• How to use Google Colab

• Introduction to Python

Week 2

• Introduction to Numpy

• Introduction to Pandas

• Math Essentials

• Probability

• NumPy Cheat Sheet

• Pandas Cheat Sheet

• scikit-learn Cheat Sheet

• matplotlib Cheat Sheet

Week 4

• Colab to GitHub

• KL-Divergence

• California Housing Prices Dataset

Week 5

• Spearman’s Rank-Order Correlation

• Student t-test for Pearson Correlation