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…

If you like this list, you can let me know here

Neural Networks







Neural Networks Cheat Sheet

Neural Networks Graphs





Neural Networks Graphs Cheat Sheet







Neural Network Cheat Sheet

Ultimate Guide to Leveraging NLP & Machine Learning for your Chatbot

Code Snippets and Github Includedchatbotslife.com Machine Learning Overview





Machine Learning Cheat Sheet

Machine Learning: Scikit-learn algorithm This machine learning cheat sheet will help you find the right estimator for the job which is the most difficult part. The flowchart will help you check the documentation and rough guide of each estimator that will help you to know more about the problems and how to solve it.







Machine Learning Cheat Sheet







Scikit-Learn Cheat Sheet





MACHINE LEARNING : ALGORITHM CHEAT SHEET

This machine learning cheat sheet from Microsoft Azure will help you choose the appropriate machine learning algorithms for your predictive analytics solution. First, the cheat sheet will asks you about the data nature and then suggests the best algorithm for the job.

MACHINE LEARNING ALGORITHM CHEAT SHEET

>>> If you like this list, you can let me know here. <<<

Python for Data Science



Python Data Science Cheat Sheet







Big Data Cheat Sheet

TensorFlow In May 2017 Google announced the second-generation of the TPU, as well as the availability of the TPUs in Google Compute Engine [12] The second-generation TPUs deliver up to 180 teraflops of performance, and when organized into clusters of 64 TPUs provide up to 11.5 petaflops.







TesorFlow Cheat Sheet

Keras In 2017, Google’s TensorFlow team decided to support Keras in TensorFlow’s core library. Chollet explained that Keras was conceived to be an interface rather than an end-to-end machine-learning framework. It presents a higher-level, more intuitive set of abstractions that make it easy to configure neural networks regardless of the backend scientific computing library.







Keras Cheat Sheet

Numpy NumPy targets the CPython reference implementation of Python, which is a non-optimizing bytecode interpreter. Mathematical algorithms written for this version of Python often run much slower than compiled equivalents. NumPy address the slowness problem partly by providing multidimensional arrays and functions and operators that operate efficiently on arrays, requiring rewriting some code, mostly inner loops using NumPy.







Numpy Cheat Sheet

Pandas The name ‘Pandas’ is derived from the term “ panel data ”, an econometrics term for multidimensional structured data sets.







Pandas Cheat Sheet

Data Wrangling The term “data wrangler” is starting to infiltrate pop culture. In the 2017 movie Kong: Skull Island , one of the characters, played by actor Marc Evan Jackson is introduced as “Steve Woodward, our data wrangler”.





Data Wrangling Cheat Sheet



Pandas Data Wrangling Cheat Sheet

Ultimate Guide to Leveraging NLP & Machine Learning for your Chatbot

Code Snippets and Github Includedchatbotslife.com Data Wrangling with dplyr and tidyr





Data Wrangling with dplyr and tidyr Cheat Sheet



Data Wrangling with dplyr and tidyr Cheat Sheet

Scipy SciPy builds on the NumPy array object and is part of the NumPy stack which includes tools like Matplotlib pandas and SymPy , and an expanding set of scientific computing libraries. This NumPy stack has similar users to other applications such as MATLAB GNU Octave , and Scilab . The NumPy stack is also sometimes referred to as the SciPy stack. [3]







Scipy Cheat Sheet







Matplotlib Cheat Sheet

>>> If you like this list, you can let me know here. <<< Data Visualization





Data Visualization Cheat Sheet



ggplot cheat sheet

PySpark







Pyspark Cheat Sheet

Big-O







Big-O Algorithm Cheat Sheet





Big-O Algorithm Complexity Chart

BIG-O Algorithm Data Structure Operations