Read Hands-On Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data

Hands-On Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data

Ankur A Patel

4.9/5 (20171 ratings)

Description:Many industry experts consider unsupervised learning the next AI frontier, one that may hold the key to general artificial intelligence. Armed with the conceptual knowledge in this book, data scientists and machine learning practitioners will learn hands-on how to apply unsupervised learning to large unlabeled datasets using Python tools. You'll uncover hidden patterns, gain deeper business insight, detect anomalies, perform automatic feature engineering and selection, and generate synthetic datasets.Author Ankur Patel--an applied machine-learning researcher and data scientist with expertise in financial markets--provides the concepts, intuition, and tools necessary for you to apply this technology to problems you tackle every day. Through the course of this book, you'll learn how to build production-ready systems with Python.Chapters for this Early Release edition will be available as they are completed, including the first five chapters in this initial release:Examine the difference between supervised and unsupervised learning, and the relative strengths and weaknesses of eachSet up and manage a machine learning project end-to-end--everything from data acquisition to building a model and implementing a solution in productionExplore dimensionality reduction algorithms that learn the underlying structure of a dataset's most salient informationBuild a credit card fraud detection system using dimensionality reduction methodsWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Hands-On Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data. To get started finding Hands-On Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Format: PDF, EPUB & Kindle Edition

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ISBN: 1492035645

Description: Many industry experts consider unsupervised learning the next AI frontier, one that may hold the key to general artificial intelligence. Armed with the conceptual knowledge in this book, data scientists and machine learning practitioners will learn hands-on how to apply unsupervised learning to large unlabeled datasets using Python tools. You'll uncover hidden patterns, gain deeper business insight, detect anomalies, perform automatic feature engineering and selection, and generate synthetic datasets.Author Ankur Patel--an applied machine-learning researcher and data scientist with expertise in financial markets--provides the concepts, intuition, and tools necessary for you to apply this technology to problems you tackle every day. Through the course of this book, you'll learn how to build production-ready systems with Python.Chapters for this Early Release edition will be available as they are completed, including the first five chapters in this initial release:Examine the difference between supervised and unsupervised learning, and the relative strengths and weaknesses of eachSet up and manage a machine learning project end-to-end--everything from data acquisition to building a model and implementing a solution in productionExplore dimensionality reduction algorithms that learn the underlying structure of a dataset's most salient informationBuild a credit card fraud detection system using dimensionality reduction methodsWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Hands-On Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data. To get started finding Hands-On Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Hands-On Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data

Hands-On Unsupervised Learning Using Python: How to Build Applied Machine Learning Solutions from Unlabeled Data

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