Data Science Cheatsheet
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Data Science Cheatsheet | 2,181 | 9 months ago | 5 | TeX | ||||||
| Handwriting | 64 | 4 years ago | mit | TeX | ||||||
| A SQL implementation of an ancient handwriting recognition algorithm. | ||||||||||
| Symbolicsql | 5 | 7 years ago | TeX | |||||||
| Gradesk | 5 | 3 years ago | mit | TeX | ||||||
| Grade management software for teachers developed using Python 3, PySimpleGUI and an Oracle Database | ||||||||||
| Intro Database Sql | 4 | a month ago | gpl-3.0 | TeX | ||||||
| Introduction to SQL and Database Design | ||||||||||
| Inf115 Kraesjkurs | 2 | a year ago | gpl-2.0 | TeX | ||||||
| Denne repositorien inneholder presentasjonen til INF115-kræsjkurset 2022 inkluderende LaTeX-kildekode | ||||||||||
| Beg Pl Sql | 2 | 6 years ago | other | TeX | ||||||
| Source code for 'Beginning PL/SQL' by Donald Bales | ||||||||||
| Restaurant Recommendation System Using Relational Database | 2 | 5 years ago | mit | TeX | ||||||
| Restaurant Recommendation System Using Relational Database | ||||||||||
| Livermore | 2 | 9 years ago | TeX | |||||||
Update (2019-12-18): The Data Science Cheatsheet has evovled into a book! Check out Cracking the Data Science Interview here! This also means that the Cheatsheet will be getting a makeover soon- stay tuned!
Data Science Cheatsheet
This cheatsheet is currently a 9-page reference in basic data science that covers basic concepts in probability, statistics, statistical learning, machine learning, big data frameworks and SQL.
The cheatsheet is loosely based off of The Data Science Design Manual by Steven S. Skiena and An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani.
Inspired by William Chen's The Only Probability Cheatsheet You'll Ever Need, located here.
Future Additions
Graph Theory- Algorithms and Data Structures
- Python
- Advanced SQL (SQL Part II)
- Data Science on the Cloud- AWS/GCP/Azure
- Linear Algebra
- Data Engineering
Screenshots
License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Changelog
2020-04-18 Added Graph Theory Section
2018-08-13 Added Python Data Structures Section
2018-08-12 Added Feature Engineering Section
2018-08-10: Added Data Science Cheat Sheet
Contact
Feel free to suggest comments, updates, and potential improvements!
Maverick Lin: Reach out to me via Quora or through my website. Cheers.
