This is a topic under computer-science.

Sub topics: statistical-learning

We have 3 learning paths for this topic: Syllabus: Machine Learning for Managers, Dorai Thodla, The Open Source Data Science Masters

Statistical Learning from a Regression Perspective

link.springer.com

Deep Learning

goodreads.com

Deep learning

deeplearningbook.org

The Elements of Statistical Learning

link.springer.com

Pattern Recognition and Machine Learning (Information Science and Statistics)

goodreads.com

Deep Larning with Python (2017)

goodreads.com

Interpretable machine learning (2018)

christophm.github.io

Introduction to artificial intelligence (2011)

goodreads.com

Artificial intelligence a modern approach (1994)

goodreads.com

Tensorflow machine learning cookbook (2017)

packtpub.com

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

goodreads.com

Hands-On Machine Learning with Scikit-Learn and TensorFlow (2017)

goodreads.com

The quest for artificial intelligence - a history of ideas and achievements (2009)

ai.stanford.edu

An Introduction to Statistical Learning

link.springer.com

An Introduction to Machine Learning

link.springer.com

Understanding machine learning: from theory to algorithms (2014)

cs.huji.ac.il

Machine Learning with Go (2017)

packtpub.com

Superintelligence: paths, dangers, strategies (2014)

goodreads.com

Recommender Systems

link.springer.com

Neural Networks and Deep Learning (2015)

neuralnetworksanddeeplearning.com

Paradigms of artificial intelligence programming (1991)

norvig.com

Interpretable Machine Learning (2018)

christophm.github.io

Pattern Recognition and Machine Learning

microsoft.com

Machine Learning in Medicine - a Complete Overview

link.springer.com

Machine learning (1997)

cs.cmu.edu

The Elements of Statistical Learning

web.stanford.edu

Introduction to Deep Learning

link.springer.com

Neural Networks and Deep Learning

link.springer.com

Machine learning: a probabilistic perspective (2012)

goodreads.com

The Nature of Code (2012)

natureofcode.com

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