Learn Data Science For Free
In this, I will show you a systematic way on how you can basically complete your data science syllabus withing a month. So that your transition towards data science can be possible with a short amount of time and after which you can attend interviews and hackathons. Along with this, I’ll also be mentioning various blogs and finally, best books will also be mentioned if in case you want to read.
When I say for free, as you know that there are a whole lot of materials available on the internet with respect to a python programming language, data science, Machine Learning, AI, Deep Learning and many more.
The sequence with the video link:-
(1)Python
Corey Schafer
https://www.youtube.com/user/schafer5
Sentdex
https://www.youtube.com/user/sentdex
(2)Machine Learning with Maths, Statistics and Linear Algebra
Andrew NG applied AI
https://www.youtube.com/watch?v=PPLop4L2eGk&list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN
Krish Naik
https://www.youtube.com/watch?v=EqRsD3gqeCo&list=PLZoTAELRMXVOnN_g96ayzXX5i7RRO0QhL
Sentdex
https://www.youtube.com/user/sentdex
Statquest with Josh Starmer
https://www.youtube.com/user/joshstarmer
Natural Language Processing
Krish
https://www.youtube.com/watch?v=6ZVf1jnEKGI&list=PLZoTAELRMXVMdJ5sqbCK2LiM0HhQVWNzm
Sentdex
https://www.youtube.com/user/sentdex
(3)Deep Learning
Andrew Ng
https://www.youtube.com/watch?v=CS4cs9xVecg&list=PLkDaE6sCZn6Ec-XTbcX1uRg2_u4xOEky0
Krish Naik
https://www.youtube.com/watch?v=DKSZHN7jftI&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi
Data Science Projects
https://www.youtube.com/watch?v=5Txi0nHIe0o&list=PLZoTAELRMXVNUcr7osiU7CCm8hcaqSzGw
Books:-
Blogs that are freely Available
https://towardsdatascience.com/
https://medium.com/topic/machine-learning
Feature Engineering Playlist
https://github.com/aikho/awesome-feature-engineering
Feature Selection Playlist
https://github.com/anujdutt9/Feature-Selection-for-Machine-Learning
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