You're reading from Hands-On Data Preprocessing in Python

Product typeBook

Published inJan 2022

PublisherPackt

ISBN-139781801072137

Edition1st Edition

Tools

PyTorch Azure Functions

Concepts

Big Data

Author (1)

Roy Jafari

Part 2: Analytic Goals

After reading this part, you will be able to perform popular analytics using cleaned and issue-free data.

This part comprises the following chapters:

Chapter 5, Data Visualization
Chapter 6, Prediction
Chapter 7, Classification
Chapter 8, Clustering Analysis

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Hands-On Data Preprocessing in Python

Published in: Jan 2022Publisher: PacktISBN-13: 9781801072137

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Author (1)

Roy Jafari

Roy Jafari, Ph.D. is an assistant professor of business analytics at the University of Redlands. Roy has taught and developed college-level courses that cover data cleaning, decision making, data science, machine learning, and optimization. Roy's style of teaching is hands-on and he believes the best way to learn is to learn by doing. He uses active learning teaching philosophy and readers will get to experience active learning in this book. Roy believes that successful data preprocessing only happens when you are equipped with the most efficient tools, have an appropriate understanding of data analytic goals, are aware of data preprocessing steps, and can compare a variety of methods. This belief has shaped the structure of this book.
Read more about Roy Jafari

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