Cheat Sheets for AI, Neural Networks, Machine Learning, Deep Learning & Big Data

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

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