Python Machine Learning Cookbook: Over 100 recipes to progress from smart data analytics to deep learning using real-world datasets, 2nd Edition

Author:   Giuseppe Ciaburro ,  Prateek Joshi
Publisher:   Packt Publishing Limited
Edition:   2nd Revised edition
ISBN:  

9781789808452


Pages:   642
Publication Date:   30 March 2019
Format:   Paperback
Availability:   In stock   Availability explained
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Python Machine Learning Cookbook: Over 100 recipes to progress from smart data analytics to deep learning using real-world datasets, 2nd Edition


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Author:   Giuseppe Ciaburro ,  Prateek Joshi
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
Edition:   2nd Revised edition
ISBN:  

9781789808452


ISBN 10:   1789808456
Pages:   642
Publication Date:   30 March 2019
Audience:   General/trade ,  General
Format:   Paperback
Publisher's Status:   Active
Availability:   In stock   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents The Realm of Supervised Learning Constructing a Classifier Predictive Modeling Clustering with Unsupervised Learning Visualizing Data Building Recommendation Engines Analyzing Text Data Speech Recognition Dissecting Time Series and Sequential Data Image Content Analysis Biometric Face Recognition Reinforcement Learning Techniques Deep Neural Networks Unsupervised Representation Learning Automated machine learning and Transfer learning Unlocking Production issues

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Author Information

Giuseppe Ciaburro holds a PhD in environmental technical physics, along with two master's degrees. His research was focused on machine learning applications in the study of urban sound environments. He works at the Built Environment Control Laboratory at the Università degli Studi della Campania Luigi Vanvitelli, Italy. He has over 15 years' professional experience in programming (Python, R, and MATLAB), first in the field of combustion, and then in acoustics and noise control. He has several publications to his credit. Prateek Joshi is an artificial intelligence researcher, an author of several books, and a TEDx speaker. He has been featured in Forbes 30 Under 30, CNBC, TechCrunch, Silicon Valley Business Journal, and many more publications. He is the founder of Pluto AI, a venture-funded Silicon Valley start-up building an intelligence platform for water facilities. He graduated from the University of Southern California with a Master's degree specializing in Artificial Intelligence. He has previously worked at NVIDIA and Microsoft Research.

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