暑假書單

根據 https://www.analyticsvidhya.com/blog/2018/02/10-free-must-read-machine-learning-e-books/ 的推介, Data Scientists & AI Engineers 有以下免費電子書可以選讀:

Think Stats: Probability and Statistics for Programmers

http://www.greenteapress.com/thinkstats/thinkstats.pdf

Bayesian Reasoning and Machine Learning

http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/091117.pdf

Mining of Massive Datasets

http://infolab.stanford.edu/~ullman/mmds/book.pdf

Understanding Machine Learning: From Theory to Algorithms

http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf

A Brief Introduction to Neural Networks

http://www.dkriesel.com/_media/science/neuronalenetze-en-zeta2-2col-dkrieselcom.pdf

Deep Learning

http://www.deeplearningbook.org/