Machine Learning/Neural Networks recommended courses

Facebook, Data Mining / Machine Learning / AI

I'm a programmer and I'm serious about learning Machine Learning/Neural Networks. Issue is that I have no idea where to start. Anyone can suggest maybe a certain course or generally a place to start from?

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1. Andrew NG's Machine Learning course in Coursera

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

2. Essence of linear algebra preview

https://www.youtube.com/watch?v=kjBOesZCoqc&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab

3. 7 Steps to Mastering Machine Learning With Python

http://www.kdnuggets.com/2015/11/seven-steps-machine-learning-python.html/2

4. youtube sirajology

https://www.youtube.com/channel/UCWN3xxRkmTPmbKwht9FuE5A

5. Michael Nielsen

http://neuralnetworksanddeeplearning.com/chap1.html

6. https://bigdatauniversity.com/

 

7. udacity Deep Learning Fundations

 

8. Udemy Course by Kirill and hadelen if you are extremely new to data science.

superdatascience.com

9. Geoffrey Hinton's neural net course on coursera

 

10. welch labs Neural Networks Demystified

https://www.youtube.com/watch?v=bxe2T-V8XRs&list=PLiaHhY2iBX9hdHaRr6b7XevZtgZRa1PoU

11. 초보자를 위한 조언 및 사이트 소개

https://vmanju.com/how-to-get-started-with-artificial-intelligence-90f14b2bc321#.k4vef6fd3

caffe를 어떻게 설치하고 어떻게 동작하는지 설명돼 있음.

https://github.com/humphd/have-fun-with-machine-learning/blob/master/README.md

 

12. An Introduction to Statistical Learning with Applications in R

http://www-bcf.usc.edu/~gareth/ISL/