data-science-community-srm/resourceify

A curated list of everything you need in the field of Data Science, Machine Learning, and Artificial Intelligence including but not limited to Online Courses, Documentations, Blogs, Podcasts, Cheatsheets, research papers, latest developments etc.. arranged in sub-domains and further by the language or framework being used.

RESOURCEIFY

This repository is accepting contributions for Hacktoberfest 2023.

TABLE OF CONTENTS

1. Introductory Courses in Data Science

• Python
• R
• SQL

2. General Courses in Data Science

• Python
• R

3. Data Analysis

• Python
• R

4. Data Visualization and Reporting

• Python
• R
• JavaScript

5. Machine Learning

• Octave/Matlab
• Python
• R

6. NLP and Text Mining

• Python
• R

7. Probability and Statistics

• Python
• R

8. Big Data

• General
• Spark
• Kafka

9. Deploying Projects

• Deployment

10. Research

• Research

11. Competitions

• Competitions

12. Blockchains

• Everything about Blockchains ( Ethereum, Hyperledger, Solidity, White Papers, etc.)

13. Books and Reading Material

• Books and Reading Material

14. Cheatsheets

• The best Collection of all the Cheatsheets and workflow you will get on the internet.

15. Miscellaneous Resources

• Data Structures
• Git & GitHub
• Jupyter

16. Languages

• Python
• JavaScript

17. Podcasts & Interesting Developments

• Podcasts & Interesting Developments

18. Research Papers

• Research Papers

RoadMap

Instructions for Contribution

19. Data Structures

• Data Structures and Algorithms

20. Deep Learning

• Python

21. Git

• Cheatsheet
• Codes
• Courses

22. Notes

• Deep Learning
  • Handwritten Notes
  • Notes by Andrew NG
• Machine Learning
  • O'Reilly Hands on Machine Learning

23. Reinforcement Learning

• Reinforcement Learning

24. Roadmap

• Roadmap

25. Web Dev

• Frontend
• Backend

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resourceify's Issues

Added Tensorflow cheatsheet

tensorflow_v_2.0.pdf

Develop a better frontend for Resourceify

Add more Domains with useful and reputed content.

Update the main README file

The main README.md file needs to be updated to display the recent additions like Web Dev and stuff

Differentiate contents as per the Language

Differentiating the content of folder into 2 or more readmes according to the programming language involved.