Panda Tutor

Machine learning

Featured — award winners and classics first, when available. Use “Show different books” for a new selection.

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Computational trust models and machine learning

Liu, Xin (Mathematician), Ee-Peng Lim, Anwitaman Datta

2014

Machine learning, neural and statistical classification

Donald Michie

1994

Understanding Machine Learning

Shai Shalev-Shwartz, Shai Ben-David

2014

Mind bugs

Kurt VanLehn

1990

Algorithmic learning

Alan Hutchinson

1994

Machine-to-machine marketing (M3) via anonymous advertising apps anywhere anytime (A5)

Jesus Mena

2012

Machine learning of natural language

David M. W. Powers

1989

Reinforcement learning

Richard S. Sutton

1998

Genetic algorithms in search, optimization, and machine learning

Goldberg, David E.

1989

Machine learning

Peter A. Flach

2012

Support Vector Machines for Pattern Classification (Advances in Pattern Recognition)

Shigeo Abe

2005

Neural networks and computing

Tommy W. S Chow, Siu-Yeung Cho, Tommy W. S. Chow

2007

Machine learning and image interpretation

Terry Caelli

1997

Hands-On Machine Learning with Scikit-Learn and TensorFlow

Aurélien Géron

2017

Semi-supervised learning

Bernhard Schölkopf, Alexander Zien, Olivier Chapelle

2010

Artificial neural networks

Nicolaos Karayiannis, N. B. Karayiannis, Anastasios N. Venetsanopoulos

1993

Computational models of learning

Leonard Bolc

1987

The computational complexity of machine learning

Michael J. Kearns

1990

Robot shaping

Marco Dorigo

1998

Machine learning

Ethem Alpaydin

2016

Genetic programming

1997

Machine learning

Kevin P. Murphy

2012

Thoughtful Machine Learning with Python

Matthew Kirk

2017

Statistical spoken language understanding systems

Amparo Albalate

2011

Cost-sensitive machine learning

Balaji Krishnapuram, Bharat Rao, Shipeng Yu

2012

Artificial Itelligence

Belgum, Erik

1990

Deep Learning

Yoshua Bengio, Ian Goodfellow, Aaron Courville et al.

2017 ★ 4.0

Support vector machines

Ingo Steinwart

2008

Data mining

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

2000

Learning in humans and machines

Peter Reimann, Hans Spada

1995

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