ec2ainun/books-ML-and-DL

.pdf Format Books for Machine and Deep Learning

The Science behind Machine and Deep learning

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• Numerical Algorithms by Justin Solomon : Support
• Understanding Machine Learning: From Theory to Algorithms by Shai Shalev-Shwartz and Shai Ben-David : Support
• Deep Learning (Adaptive Computation and Machine Learning series) by Ian Goodfellow : Support

Online resources Machine Learning

• A Few Useful Things to Know about Machine Learning BY Pedro Domingos :
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• Introduction to Machine Learning BY Alex Smola and S.V.N. Vishwanathan :
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• Introduction to Machine Learning BY Nils J. Nilsson :
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• Machine Learning Tutorial BY Wei-Lun Chao :
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• Numerical Algorithms BY Justin Solomon :
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• Understanding Machine Learning Theory Algorithms BY Shai Shalev-Shwartz and Shai Ben-David :
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Online resources Deep Learning

• Deep Learning Adaptive Computation and Machine Learning Series BY Ian Goodfellow :
  • Link Resource or N/A?

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