Appendix

Data

This Machine Learning Project on Imbalanced Data Can Add Value to Your Resume

24 Ultimate Data Science (Machine Learning) Projects To Boost Your Knowledge and Skills (& can be accessed freely)

EDA

Dataset exploration: Boston house pricing

Libraries

CatBoost

Modeling

Forecasting: Principles and Practice

Interpreting machine learning models

Time Series Analysis in Python: An Introduction

Python Code for Identifying Seasonal Customers

Visualization

Tufte

Brushable Scatterplot Matrix

Method

The toolkit for the modern data ninja

Repositories

Most Active Data Scientists, Free Books, Notebooks & Tutorials on Github

A gallery of interesting Jupyter Notebooks