stutisehgal/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

(Under-Development)

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.

9. Deploying Projects

10. Research

11. Books and Reading Material

12. Cheatsheets

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

13. Miscelleanous Resources.

    • Data Structures

    • Git & GitHub

    • Jupyter.

    • Languages

      • Python

      • Javascript

14. Podcasts & Interesting Developments

RoadMap

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