## machine-learning

This is a topic under computer-science.

Sub topics: statistical-learning, gpt3

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

Feature Engineering and Selection: A Practical Approach for Predictive Models

feat.engineeringDeep learning

deeplearningbook.orgThe Elements of Statistical Learning

link.springer.com# Pattern Recognition and Machine Learning (Information Science and Statistics)

goodreads.com

Deep Larning with Python (2017)

goodreads.comInterpretable machine learning (2018)

christophm.github.ioIntroduction to artificial intelligence (2011)

goodreads.comArtificial intelligence a modern approach (1994)

goodreads.comTensorflow 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.comThe quest for artificial intelligence - a history of ideas and achievements (2009)

ai.stanford.eduAn Introduction to Statistical Learning

link.springer.comAn Introduction to Machine Learning

link.springer.comDavid MacKay: Information Theory, Inference, and Learning Algorithms: The Book

inference.org.ukUnderstanding machine learning: from theory to algorithms (2014)

cs.huji.ac.ilFoundations of Machine Learning, Second Edition | The MIT Press

mitpress.mit.eduMachine Learning with Go (2017)

packtpub.comSuperintelligence: paths, dangers, strategies (2014)

goodreads.comGitHub - abhishekkrthakur/approachingalmost: Approaching (Almost) Any Machine Learning Problem

github.comRecommender Systems

link.springer.comNeural Networks and Deep Learning (2015)

neuralnetworksanddeeplearning.comParadigms of artificial intelligence programming (1991)

norvig.comInterpretable Machine Learning (2018)

christophm.github.ioPattern Recognition and Machine Learning

microsoft.comMachine Learning in Medicine - a Complete Overview

link.springer.comMachine Learning | The MIT Press

mitpress.mit.eduMachine Learning Engineering book by Andriy Burkov

mlebook.comMachine learning (1997)

cs.cmu.eduMathematics for Machine Learning

mml-book.comThe Elements of Statistical Learning

web.stanford.eduIntroduction to Deep Learning

link.springer.comNeural Networks and Deep Learning

link.springer.comMachine learning: a probabilistic perspective (2012)

goodreads.comThe Nature of Code (2012)

natureofcode.com