Machine learning for developers : uplift your regular applications with the power of statistics, analytics, and machine learning

Most of us have heard about the term Machine Learning, but surprisingly the question frequently asked by developers across the globe is, "How do I get started in Machine Learning?". One reason could be attributed to the vastness of the subject area because people often get overwhelmed by t...

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Bibliographic Details
Main Author: Bonnin, Rodolfo, (Author)
Format: eBook
Language: English
Published: Birmingham : Packt, October 2017.
Subjects:
Machine learning.
elektronické knihy
electronic books
ISBN: 1786466961
9781786466969
9781523116737
1523116730
1786469871
Physical Description: 1 online resource (vi, 250 pages) : illustrations

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Table of contents

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001 kn-on1009053615
003 OCoLC
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006 m o d
007 cr cn|||||||||
008 171102s2017 enka ob 001 0 eng d
040 |a IDEBK  |b eng  |e rda  |e pn  |c IDEBK  |d OCLCO  |d NLE  |d OCL  |d OCLCQ  |d UKMGB  |d N$T  |d KNOVL  |d UKAHL  |d K6U  |d ESU  |d OCLCQ  |d OCLCO  |d OCLCQ  |d OCLCO  |d OCLCL  |d OCLCQ 
020 |a 1786466961  |q (ebk) 
020 |a 9781786466969  |q (electronic bk.) 
020 |a 9781523116737  |q (electronic bk.) 
020 |a 1523116730  |q (electronic bk.) 
020 |z 1786469871 
035 |a (OCoLC)1009053615 
100 1 |a Bonnin, Rodolfo,  |e author. 
245 1 0 |a Machine learning for developers :  |b uplift your regular applications with the power of statistics, analytics, and machine learning /  |c Rodolfo Bonnin ; foreword by Claudio Delrieux. 
264 1 |a Birmingham :  |b Packt,  |c October 2017. 
300 |a 1 online resource (vi, 250 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
505 0 |a Machine learning for developers : uplift your regular applications with the power of statistics, analytics, and machine learning -- Credits -- Foreword -- About the Author -- About the Reviewers -- Customer Feedback -- www.PacktPub.com -- Table of Contents -- Preface -- 1. Introduction -- Machine Learning and Statistical Science -- 2. The Learning Process -- 3. Clustering -- 4. Linear and Logistic Regression -- 5. Neural Networks -- 6. Convolutional Neural Networks -- 7. Recurrent Neural Networks -- 8. Recent Models and Developments -- 9. Software Installation and Configuration -- Index. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 3 |a Most of us have heard about the term Machine Learning, but surprisingly the question frequently asked by developers across the globe is, "How do I get started in Machine Learning?". One reason could be attributed to the vastness of the subject area because people often get overwhelmed by the abstractness of ML and terms such as regression, supervised learning, probability density function, and so on. This book is a systematic guide teaching you how to implement various Machine Learning techniques and their day-to-day application and development. You will start with the very basics of data and mathematical models in easy-to-follow language that you are familiar with; you will feel at home while implementing the examples. The book will introduce you to various libraries and frameworks used in the world of Machine Learning, and then, without wasting any time, you will get to the point and implement Regression, Clustering, classification, Neural networks, and more with fun examples. As you get to grips with the techniques, you'll learn to implement those concepts to solve real-world scenarios for ML applications such as image analysis, Natural Language processing, and anomaly detections of time series data. By the end of the book, you will have learned various ML techniques to develop more efficient and intelligent applications 
590 |a Knovel  |b Knovel (All titles) 
650 0 |a Machine learning. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
776 0 8 |i Print version:  |z 9781786466969 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpMLD00001/machine-learning-for?kpromoter=marc  |y Full text 

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