An Introduction to Machine Learning
Author:   Gopinath Rebala ,  Ajay Ravi ,  Sanjay Churiwala
Publisher:   Springer Nature Switzerland AG
Edition:   2019 ed.
ISBN:  

9783030157289


Pages:   263
Publication Date:   17 May 2019
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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An Introduction to Machine Learning


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Author:   Gopinath Rebala ,  Ajay Ravi ,  Sanjay Churiwala
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   2019 ed.
Weight:   0.600kg
ISBN:  

9783030157289


ISBN 10:   3030157288
Pages:   263
Publication Date:   17 May 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Basics before Machine Learning.- Learning Models.- Regression.- Improving Further.- Classification.- Clustering (unsupervised Learning).- Random Forests.- Testing the Algorithm and the Network.- Neural Network.- Reinforcement Learning.- Deep Learning.- Principal Component Analysis.- Anomaly Detection.- Recommender System.- Feature Search/Convolution.- Natural Language Processing.- Language Translation.- AlphaGo.- Data Quality.- System Improvement.- Software stack.- Hardware Implementations.  

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Author Information

Gopinath Rebala is Chief Technical Officer at OpsMx, Inc. in San Ramon, California.  Ajay Ravi is a Software Engineer at Intel, Inc. in San Jose, California.  Sanjay Churiwala is Senior Director at Xilinx, in Hyderabad, India.   

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