Best Free Learning Resources for Data Science| no fees | totally free
#datascience #best #learningresources
In this video, I am telling you the best free learning resources for Data Science and its subfields.
Table of contents
00:00 Introduction
00:17 Connecting to ppl
00:58 Courses
03:03 Youtube
03:23 Website
03:40 Blogs
04:57 Books
06:23 Github
07:05 Surprise
Links for all the learning resources on data science
List of Data scientist on LinkedIn: / top-12-data-science-experts-best-career-ar...
Quora data science enthusiasts: https://www.quora.com/q/datascienceen...
Free courses on Data science
1.Introduction to Data Science using Python: https://www.udemy.com/course/introduc...
2.A Crash Course in Data Science: Johns Hopkins University via Coursera: https://www.classcentral.com/course/d...
3.Python for Data Science and AI IBM via Coursera: https://www.classcentral.com/course/p...
4.Harvard data science course: http://cs109.github.io/2015/pages/vid...
5. revised course on Introduction to Data Science by alison: https://alison.com/course/introductio...
6.Learn Data Science with R by Ram Reddy on Coursera:
https://www.udemy.com/course/datascie...
7.Kaggle Data Science Micro Courses:
https://www.kaggle.com/learn/overview
8.deep learning concepts: https://www.fast.ai/ Fast.Ai
9.The Google Machine Learning Crash Course: https://developers.google.com/machine...
Google Colab Link: https://colab.research.google.com/not...
Paid course
1.Applied Data Science with Python University of Michigan:
https://www.coursera.org/specializati...
2.Coursera Data Science Specialization by Johns Hopkins:
https://www.coursera.org/specializati...
Youtube Channels
KRISH NAIK: / krishnaik06
BHAVESH BHATT: / bhaveshbhatt8791
Websites
https://www.kdnuggets.com/topic/data-...
https://www.kaggle.com/
https://www.analyticsvidhya.com/
Blogs
https://towardsdatascience.com/
/ data
Free Books
1.python data science book-https://tanthiamhuat.files.wordpress....
2. Data Science from Scratch: First Principles with Python 2nd Edition by Joel Grus
https://www.cs.cornell.edu/jeh/book.pdf
3. Exploratory Data Analysis in Python- http://greenteapress.com/thinkstats2/...
4. Deep learning by MIT Press bookhttps://www.deeplearningbook.org/
5. R for Data Science by o reilly- https://r4ds.had.co.nz/index.html
6. Rules of Machine Learning: Best Practices for ML Engineering http://martin.zinkevich.org/rules_of_...
Paid books
Business Statistics: For Contemporary Decision Making by Ken Black: https://www.amazon.in/Business-Statis...
The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Trevor Hastie (Author), Robert Tibshirani (Author), Jerome Friedman (Author): https://www.amazon.in/Elements-Statis...
Github
https://github.com/academic/awesome-d...
Connect with me here:
Facebook: / tech-kokila-105956861156260
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