This document is dedicated to centralizing, organizing and documenting ideas that particularly stuck with me - from various great books, online courses and tutorials, some of which are:
- Becoming a Data Head by Gutman/Goldmeier
- Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems by Aurelien Géron
- Einführung in Data Science by Grus (O'Reilly)
This guide and the sources will be continously updated.