Concise Cheat Sheets of Machine Learning with Python (and Maths)

Machine learning is difficult for beginners. As well as libraries for Machine Learning in python are difficult to understand. Over the past few weeks, I have been collecting Machine Learning cheat sheets from different sources and to make things more interesting and give context, I added excerpts for each major topic.

If you are just getting started with Machine Learning or Data Science, you’ll richly benefit from resources compiled from our recent publications;

Best Machine Learning Cheat Sheets

Here's a curated a list of Machine Learning Cheat Sheets and most commonly used MLear Libraries in Python. You'll be able to download them with ease and grasp the fundamentals for long-term benefits.


1. Scikit-Learn Cheat Sheet: Python Machine Learning

This scikit-learn cheat sheet will introduce you to the basic steps that you need to go through to implement machine learning algorithms successfully.

Scikit-Learn Cheat Sheet Python
Source: DataCamp

You can Download Pdf here


2. Python Cheat Sheet for Scikit-learn

This scikit-learn cheat sheet is designed for the one who has already started learning about the Python package but wants a handy reference sheet.

Python Cheat Sheet for Scikit-learn
Source: Edureka

You can Download Pdf here


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3. Keras Cheat Sheet: Neural Networks in Python

This Keras Cheat Sheet will boost your journey with deep learning in Python: you'll have pre-processed, created, validated and tuned your deep learning models in no time thanks to the code examples!

Keras Cheat Sheet Machine Learning
Source: DataCamp

You can Download Pdf here


4. Python SciPy Cheat Sheet

This SciPy cheat sheet covers the basics of linear algebra that you need to get started and learn how you can use it to interact with NumPy, and goes on to summarize important topics in linear algebra for Machine Learning and Data Science.

SciPy Cheat Sheet Linear Algebra - DataCamp
Source: DataCamp

You can Download Pdf here


5. Theano Cheat Sheet

Theano is the powerful deep learning library in python and this Cheat Sheet includes the most common ways to implement high-level neural networks API to develop and evaluate machine learning models. Download PDF Version using the link below for the complete set of Theano Cheat Sheet.
Theano Cheat Sheet for Machine Learning
Source: deeplearning.net

You can Download Pdf here


Before You Go
Hands-On Machine Learning with Scikit-Learn and TensorFlow- Concepts, Tools, and Techniques to Build Intelligent Systems
New Edition on Amazon

Share & Learn! Do add your favourite Machine Learning Cheat Sheet in the comments below and we keep this collection updated once every fortnight.

Also, don't miss out on our collection of best available data-centric Python Cheat Sheets &  Python Podcasts.

happy learning . . .👇🏾

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Powerful mental tools to help you master tough subjects