Some Resources for Machine Learning and Deep Learning

I am following these resources according to this sequence. I am posting this for the newbie like me. I hope it’ll help you.

1. Linear Algebra:

https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab

2. Differential Equation:

https://www.khanacademy.org/math/differential-equations

3. Multivaribal Calculus:

https://www.khanacademy.org/math/multivariable-calculus

4.Statistics and probability:

https://www.khanacademy.org/math/statistics-probability

 

markus-spiske-221494-unsplash
Collected from Unsplash

 

5.Machine Learning : [Basic ML]

https://www.coursera.org/learn/machine-learning

6. Deep Learning : [Basic DL]

https://www.youtube.com/channel/UCcIXc5mJsHVYTZR1maL5l9w

7. Deep Learning:[Basic DL]

http://course.fast.ai/

Now choose a course according to your need Computer Vision or Natural Language Processing

8.CS231n: Convolutional neural network: (for Computer Vision)

video:

https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv

9.CS224n: Natural Language Processing with Deep Learning

http://web.stanford.edu/class/cs224n/

video:https://www.youtube.com/watch?v=OQQ-W_63UgQ&list=PLqdrfNEc5QnuV9RwUAhoJcoQvu4Q46Lja

Happy journey! 🙂

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