Deep Learning (Adaptive Computation and Machine Le…

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“Written by three industry experts in the area, Deep Finding out is the only complete e book on the subject matter.”–Elon Musk, co-chair of OpenAI co-founder and CEO of Tesla and SpaceX

Deep learning is a variety of equipment learning that permits pcs to understand from encounter and realize the entire world in phrases of a hierarchy of concepts. Since the laptop or computer gathers know-how from encounter, there is no…

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Deep Learning


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Author by : Ian Goodfellow
Languange Used : en
Release Date : 2016-11-10
Publisher by : MIT Press

"Written by three experts in the field, Deep Learning is the only comprehensive book on the subject." -- Elon

Introduction To Machine Learning


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Author by : Ethem Alpaydin
Languange Used : en
Release Date : 2014-08-29
Publisher by : MIT Press

The goal of machine learning is to program computers to use example data or past experience to solve a given p

Foundations Of Machine Learning


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Author by : Mehryar Mohri
Languange Used : en
Release Date : 2012-08-17
Publisher by : MIT Press

This graduate-level textbook introduces fundamental concepts and methods in machine learning. It describes sev

Active Learning


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Author by : Burr Settles
Languange Used : en
Release Date : 2012-07-01
Publisher by : Morgan & Claypool Publishers

The key idea behind active learning is that a machine learning algorithm can perform better with less training

Machine Learning


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Author by : Kevin P. Murphy
Languange Used : en
Release Date : 2012-08-24
Publisher by : MIT Press

A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying ap

Introduction To Semi Supervised Learning


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Author by : Xiaojin Zhu
Languange Used : en
Release Date : 2009
Publisher by : Morgan & Claypool Publishers

Semi-supervised learning is a learning paradigm concerned with the study of how computers and natural systems

Reinforcement Learning


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Author by : Richard S. Sutton
Languange Used : en
Release Date : 2012-12-06
Publisher by : Springer Science & Business Media

Reinforcement learning is the learning of a mapping from situations to actions so as to maximize a scalar rewa

Python Machine Learning


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Author by : Sebastian Raschka
Languange Used : en
Release Date : 2017-09-20
Publisher by : Packt Publishing Ltd

Unlock modern machine learning and deep learning techniques with Python by using the latest cutting-edge open

Algorithms For Reinforcement Learning


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Author by : Csaba Szepesvari
Languange Used : en
Release Date : 2010
Publisher by : Morgan & Claypool Publishers

Reinforcement learning is a learning paradigm concerned with learning to control a system so as to maximize a

Optimization For Machine Learning


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Author by : Suvrit Sra
Languange Used : en
Release Date : 2012
Publisher by : MIT Press

The interplay between optimization and machine learning is one of the most important developments in modern co

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