This post is very focused to the statisticians/data scientists/quantitative analysts who wish to research upon advanced machine learning and reinforcement learning. There are endless material and books available, and it would seem impossible for anyone to read all of it.
Being a Data Scientist, having researched in this field for a while, I bring to you this collection of selected books and resources for optimal understanding in a short span of time.
Keep learning Deep!!
1. Pattern Recognition and Machine Learning
2. Advances in Financial Machine Learning
3. Reinforcement Learning - State of Art
4. Algorithms for Reinforcement Learning
5. Natural Language Processing with Python
6. Think Stats - Probability and Statistics for Programmers
7. Bayesian Reasoning and Machine Learning
8. The Elements of Statistical Learning
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