Data Science Handbook Table of contents 0. Introduction 1. Data Preprocessing 2. Regression Project Guideline Appendix Resources Appendix Job Description for Data Science Interview Question for Data Science Pandas Cheat Sheet Numpy Cheat Sheet Matplotlib Cheat Sheet Sklearn Cheat Sheet Conda CLI Cheat Sheet Statistics Kaggle 30 Days of Machine Learning Daily Lessons Resources: AI Road Map AI Free Course: Intel AI Academy Reading List Deep Learning Monitor: Latest Deep Learning Research Papers Podcast: 1. Super Data Science 2. Visual ML