Data-Science-Books
List of Data Science Books
Machine Learning
- T. Hastie, R. Tibshirani, and J. Friedman. The elements of statistical learning. Springer, 2009. // Corrected 12th printing - Jan 13, 2017
- C. M. Bishop. Pattern recognition and machine learning. Springer, 2007.
- Murphy, Kevin P. Machine learning : a probabilistic perspective. MIT Press, 2012
Deep Learning
- Charu C. Aggarwal. Neural Networks and Deep Learning, 2018
- I. Goodfellow, Y. Bengio, and A. Courville. Deep learning, MIT Press, 2017
- F. Chollet. Deep Learning with Python, Manning, 2018
Artificial Intelligence
- S. Russell, P. Norvig. Artificial Intelligence: A Modern Approach, Global Edition. Pearson, 2016