Avi Kumar Talaviya
Avi Kumar Talaviya

@avikumart_

13 Tweets 6 reads Aug 03, 2022
10 Github repositories you need to succeed and master data science and machine learning
A πŸ§΅β†“
1. Best of ML Python
Includes:
β€’ 900 open-source projects in ML
github.com
2. ML Youtube courses
Includes:
β€’ Courses from Stanford, MIT, NYU, and many others
github.com
3. Data science for beginners from Microsoft
Includes:
β€’ Beginners-friendly Intro to data
β€’ Data visualization lectures
β€’ Data science lifecycle
β€’ Data science in the cloud
github.com
4. ML for beginners from Microsoft
Includes:
β€’ Introduction to ML
β€’ Web-app
β€’ ML algorithms video lectures
github.com
5. Awesom Machine learning
Includes:
β€’ ML in all programming languages like java, JS, C++, etc
github.com
6. Data science ipyhon notebooks
Includes:
β€’ Notebooks of Deep learning frameworks like TF, sklearn, Keras, Big data frameworks, etc
github.com
7. Data science cheatsheet
Includes:
β€’ cheatsheet of all ML algorithms to review ML on the go
github.com
8. Data science interviews
Includes:
β€’ Theoretical questions about ML and DS
β€’ technical questions of python, SQL
github.com
9. ML notebooks
Includes:
β€’ NLP
β€’ Computer vision
β€’ GAN
β€’ Transformers
β€’ Pytorch
github.com
10. ML Course Notes
Includes:
β€’ Course notes in ML, NLP, and AI
github.com
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