10+ Essential Cheat Sheets for Machine Learning and Deep Learning Engineers

Oct 19, 2018 | 21357 Views

Learning machine learning and deep learning is difficult for newbies. As well as deep learning libraries are difficult to understand. I am creating a repository on Github(cheatsheets-ai) with cheat sheets which I collected from different sources. Do visit it and contribute cheat sheets if you have any. Thanks.

1. Keras

Source - https://www.datacamp.com/community/blog/keras-cheat-sheet#gs.DRKeNMs
2. Numpy

Source - https://www.datacamp.com/community/blog/python-numpy-cheat-sheet#gs.AK5ZBgE
3. Pandas

Source - https://www.datacamp.com/community/blog/pandas-cheat-sheet-python#gs.HPFoRIc

Source - https://www.datacamp.com/community/blog/python-pandas-cheat-sheet#gs.oundfxM
4. Scipy

Source - https://www.datacamp.com/community/blog/python-scipy-cheat-sheet#gs.JDSg3OI
5. Matplotlib

Source - https://www.datacamp.com/community/blog/python-matplotlib-cheat-sheet#gs.uEKySpY
6. Scikit-learn

Source - https://www.datacamp.com/community/blog/scikit-learn-cheat-sheet
7. Neural Networks Zoo

Source - http://www.asimovinstitute.org/neural-network-zoo/
8. ggplot2

Source - https://www.rstudio.com/wp-content/uploads/2015/03/ggplot2-cheatsheet.pdf
9. PySpark

Source - https://www.datacamp.com/community/blog/pyspark-cheat-sheet-python#gs.L=J1zxQ

Source - https://www.datacamp.com/community/blog/pyspark-cheat-sheet-python#gs.L=J1zxQ

Source - https://www.datacamp.com/community/blog/pyspark-sql-cheat-sheet

10. R Studio (dplyr and tidyr)

Source - https://www.rstudio.com/wp-content/uploads/2015/02/data-wrangling-cheatsheet.pdf

11. Jupyter Notebook

Source - https://www.datacamp.com/community/blog/jupyter-notebook-cheat-sheet

Source: HOB