Statistical Learning from a Regression Perspective

link.springer.com

Deep Learning

goodreads.com

Feature Engineering and Selection: A Practical Approach for Predictive Models

feat.engineering

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

David MacKay: Information Theory, Inference, and Learning Algorithms: The Book

inference.org.uk

Understanding machine learning: from theory to algorithms (2014)

cs.huji.ac.il

Foundations of Machine Learning, Second Edition | The MIT Press

mitpress.mit.edu

Machine Learning with Go (2017)

packtpub.com

Superintelligence: paths, dangers, strategies (2014)

goodreads.com

GitHub - abhishekkrthakur/approachingalmost: Approaching (Almost) Any Machine Learning Problem

github.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 | The MIT Press

mitpress.mit.edu

Machine Learning Engineering book by Andriy Burkov

mlebook.com

Machine learning (1997)

cs.cmu.edu

Mathematics for Machine Learning

mml-book.com

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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