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Python machine learning cookbook : over 100 recipes to progress from smart data analytics to deep learning using real-world datasets

Author: Giuseppe Ciaburro; Prateek Joshi
Publisher: Birmingham, UK : Packt Publishing, 2019.
Edition/Format:   eBook : Document : English : Second editionView all editions and formats
Summary:

With this book, you will learn how to perform various machine learning tasks in different environments. You'll use a wide variety of machine learning algorithms using Python to solve real-world  Read more...

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Genre/Form: Electronic books
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Giuseppe Ciaburro; Prateek Joshi
ISBN: 9781789800753 1789800757
OCLC Number: 1101443695
Notes: Previous edition published: 2016.
Description: 1 online resource (1 volume) : illustrations
Contents: Table of ContentsThe Realm of Supervised LearningConstructing a ClassifierPredictive ModelingClustering with Unsupervised LearningVisualizing DataBuilding Recommendation EnginesAnalyzing Text DataSpeech RecognitionDissecting Time Series and Sequential DataImage Content AnalysisBiometric Face RecognitionReinforcement Learning TechniquesDeep Neural NetworksUnsupervised Representation LearningAutomated machine learning and Transfer learningUnlocking Production issues
Responsibility: Giuseppe Ciaburro, Prateek Joshi.

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