This article was written by Stefan Kojouharov.

Over the past few months, I have been collecting AI cheat sheets. From time to time I share them with friends and colleagues and recently I have been getting asked a lot, so I decided to organize and share the entire collection. To make things more interesting and give context, I added descriptions and/or excerpts for each major topic.

This is the most complete list and the Big-O is at the very end, enjoy…

Table of contents

• Neural Networks
• Neural Networks Graphs
• Machine Learning Overview
• Machine Learning: Scikit-learn algorithm
• Scikit-Learn
• Machine Learning: algorithm cheat sheet
• Python for Data Science
• TensorFlow
• Keras
• Numpy
• Pandas
• Data Wrangling
• Data Wrangling with dplyr and tidyr
• Scipy
• Matplotlib
• Data Visualization
• PySpark
• Big-O
• About Stefan

To read the whole article, with each point explained and full illustrated, click here. For other related cheat sheets, follow this link.