Machine Learning with Spark and Python, 2nd Edition

Machine Learning with Spark and Python Essential Techniques for Predictive Analytics, Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves with the addition of Spark-a ML framework from the Apache foundation. By implementing Spark, machi...

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Bibliographic Details
Main Author: Bowles, Michael, (Author)
Corporate Author: Safari, an O'Reilly Media Company.
Format: eBook
Language: English
Published: Wiley, 2019.
Edition: 2nd edition.
Subjects:
Spark (Electronic resource : Apache Software Foundation)
Machine learning.
Python (Computer program language)
elektronické knihy
electronic books
ISBN: 9781119561934
9781119561958
Physical Description: 1 online resource (368 pages)

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Table of contents

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100 1 |a Bowles, Michael,  |e author. 
245 1 0 |a Machine Learning with Spark and Python, 2nd Edition /  |c Bowles, Michael. 
250 |a 2nd edition. 
264 1 |b Wiley,  |c 2019. 
300 |a 1 online resource (368 pages) 
336 |a text  |b txt  |2 rdacontent 
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338 |a online resource  |b cr  |2 rdacarrier 
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520 |a Machine Learning with Spark and Python Essential Techniques for Predictive Analytics, Second Edition simplifies ML for practical uses by focusing on two key algorithms. This new second edition improves with the addition of Spark-a ML framework from the Apache foundation. By implementing Spark, machine learning students can easily process much large data sets and call the spark algorithms using ordinary Python code. Machine Learning with Spark and Python focuses on two algorithm families (linear methods and ensemble methods) that effectively predict outcomes. This type of problem covers many use cases such as what ad to place on a web page, predicting prices in securities markets, or detecting credit card fraud. The focus on two families gives enough room for full descriptions of the mechanisms at work in the algorithms. Then the code examples serve to illustrate the workings of the machinery with specific hackable code. 
590 |a Knovel  |b Knovel (All titles) 
630 0 0 |a Spark (Electronic resource : Apache Software Foundation) 
630 0 7 |a Spark (Electronic resource : Apache Software Foundation)  |2 fast 
650 0 |a Machine learning. 
650 0 |a Python (Computer program language) 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
710 2 |a Safari, an O'Reilly Media Company. 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpMLSPETP4/machine-learning-with?kpromoter=marc  |y Full text 

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