RESOURCEIFY

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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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