Nand Kishor Contributor

Nand Kishor is the Product Manager of House of Bots. After finishing his studies in computer science, he ideated & re-launched Real Estate Business Intelligence Tool, where he created one of the leading Business Intelligence Tool for property price analysis in 2012. He also writes, research and sharing knowledge about Artificial Intelligence (AI), Machine Learning (ML), Data Science, Big Data, Python Language etc... ...

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Nand Kishor is the Product Manager of House of Bots. After finishing his studies in computer science, he ideated & re-launched Real Estate Business Intelligence Tool, where he created one of the leading Business Intelligence Tool for property price analysis in 2012. He also writes, research and sharing knowledge about Artificial Intelligence (AI), Machine Learning (ML), Data Science, Big Data, Python Language etc...

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30 Essential Data Science, Machine Learning & Deep Learning Cheat Sheets

Mar 12, 2018 | 15585 Views

Nothing takes the place of meaningful and substantive study, but these cheat sheets (that's really not a great term for them) are a handy reference in a pinch or for reinforcing particular ideas. All images link back to the cheat sheets in their original locations.

What you will find in here:
1 - Python Data Science Cheat Sheets
2 - R Data Science Cheat Sheets
3 - Probability, Algebra, Maths & SQL & Deep Learning Cheat Sheets

Python Data Science Stack


Python for Data Science (via DataCamp)

Pandas Basics (via DataCamp)


Pandas (via DataCamp)
Numpy (via DataCamp)


SciPy (via DataCamp)


Scikit-learn (via DataCamp)


Matplotlib (via DataCamp)

Bokeh (via DataCamp)



R Data Science Stack


Base R (via R Studio)


Advanced R (via R Studio)


Caret (via R Studio)

Data Import (via R Studio)


Data Transformation with dplyr (via R Studio)


R Markdown (via R Studio)


R Studio IDE (via R Studio)


Data Visualization (via R Studio)


Neural Networks & Deep Learning

Neural Network Architectures (via Asimov Institute)

Neural Network Cells (via Asimov Institute)


Neural Network Graphs (via Asimov Institute)


TensorFlow (via Altoros)


Keras (via DataCamp)


Statistics, Probability & Maths

Probability (via William Chen & Joe Blitzstein)



Statistics (via MIT)

Linear Algebra (via minireference.com)


Data Structures & Algorithms

Big O Complexity (via Big O Cheat Sheet)


Common Data Structure Operations (via Big O Cheat Sheet)

Common Sorting Algorithms (via Big O Cheat Sheet)


Data Structures (via Rice University)

Machine Learning Algorithm Selection (via Scikit-learn)


Structured Query Language (SQL)

SQL (via sql-tutorial.net)

Source: Kdnugget