Machine learning

90 books

Deep Learning

Yoshua Bengio, Ian Goodfellow, Aaron Courville et al.

2017 ★ 4.0

Introduction to Machine Learning with Python

Sarah Guido, Andreas C. Mueller

2016 ★ 4.7

Machine learning

Kevin P. Murphy

2012

The Master Algorithm

Pedro Domingos

2015 ★ 3.0

Machine learning

Ethem Alpaydin

2016

Introduction to machine learning

Ethem Alpaydin

2004

Hands-On Machine Learning with Scikit-Learn and TensorFlow

Aurélien Géron

2017

Python machine learning

Sebastian Raschka

2015

Machine Learning For Dummies

John Paul Mueller, Luca Massaron

2016

Perceptrons

Marvin Minsky, Seymour Papert, Léon Bottou

1987

Information Theory, Inference & Learning Algorithms

David J.C. MacKay

2003

Machine Learning

Tom M. Mitchell

1997

Python machine learning from scratch

Jonathan Adam

2016

Understanding Machine Learning

Shai Shalev-Shwartz, Shai Ben-David

2014

Big Data Analytics

Sarang Joshi, Parag Kulkarni, Meta S. Brown

2016

Fundamentals of Machine Learning for Predictive Data Analytics

Brian MacNamee, John D. Kelleher, Aoife D'Arcy

2015

Machine learning

Jaime G. Carbonell, Ryszard S. Michalski, Tom M. Mitchell

1983

Mastering Machine Learning with Python in Six Steps: A Practical Implementation Guide to Predictive Data Analytics Using Python

Manohar Swamynathan

2017

Fundamentals of Deep Learning

Nikhil Buduma

2017

Data mining

Eibe Frank, Ian H. Witten, I. H. Witten

2000

Support vector machines

Ingo Steinwart

2008

Pandas Cookbook

Theodore Petrou

2017

Thinking between the lines

Gary C. Borchardt

1994

Deep Learning: A Practitioner's Approach

Josh Patterson, Adam Gibson

2017

Machine Learning

Sergios Theodoridis

2015

Reinforcement learning

Richard S. Sutton

1998

Genetic algorithms in search, optimization, and machine learning

Goldberg, David E.

1989

Bioinformatics

Pierre Baldi

1998

Artificial intelligence

Time-Life Books

1991

How to build a person

John L. Pollock

1989