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Pattern Recognition and Machine Learning by Christopher Bishop. Book: http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%20Pattern%20Recognition%20And
by bonkerfied23 9y ago
Pattern Recognition and Machine Learning by Christopher Bishop.
Book:
http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%20Pattern%20Recognition%20And%20Machine%20Learning%20-%20Springer%20%202006.pdf http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%...
Notes: Its very very math heavy but if you really want to grasp the concepts and the idea around each topic, this is one of the way to go.
Online Lectures:
https://www.youtube.com/watch?v=mbyG85GZ0PI&list=PLD63A284B7615313A https://www.youtube.com/watch?v=mbyG85GZ0PI&list=PLD63A284B7...
I like how he explains stuff and adds some context behind the math of each topic.
Alternative:
https://www.youtube.com/channel/UCWN3xxRkmTPmbKwht9FuE5A https://www.youtube.com/channel/UCWN3xxRkmTPmbKwht9FuE5A
A pretty good youtube channel that follows up on modern machine learning and he has all of his video tutorial demos on GitHub.
Hope this helps fellow Machine Learner :)
- soVeryTired 9y agoBishop's book is horrible. I've got a PhD in machine learning and yet it makes me feel stupid. I'd go with David Barber's book every time.
- deleted 9y ago[deleted]