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Practical Data Science Cookbook, 2nd Edition by Bhushan Purushottam (2017) (.MOBI)(.ePUB)(.PDF)

Author: INDEXER on 11-07-2017, 10:27

Practical Data Science Cookbook, 2nd Edition by Bhushan Purushottam(2017)

 
Publication Date: 2017-07-06 - ISBN-13: 9781787129627 - 458 pages - MOBI/EPUB/PDF - English

Key Features

   Tackle every step in the data science pipeline and use it to acquire, clean, analyze, and visualize your data
   Get beyond the theory and implement real-world projects in data science using R and Python
   Easy-to-follow recipes will help you understand and implement the numerical computing concepts

Book Description

As an increasing amount of data is generated each year, the need to analyze and operationalize it is more important than ever. Companies that know what to do with their data have a competitive advantage over companies that don't, and this drives a higher demand for knowledgeable and competent data professionals.

Starting with the basics, this book covers how to set up your numerical programming environment, introduces you to the data science pipeline, and guides you through several data projects in a step-by-step format. By sequentially working through the steps in each chapter, you will quickly familiarize yourself with the process and learn how to apply it to a variety of situations with examples using the two most popular programming languages for data analysis-R and Python.
What you will learn

   Get to know the installation procedure and environment required for R and Python on various platforms
   Implement data science concepts such as acquisition, munging, and analysis through R and Python
   Analyze and produce reports on data
   Perform some text mining
   Build a predictive model and an exploratory model
   Build various tree-based methods and Build random forest
 

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Tags: Practical, Data, Science, Cookbook, Edition, Bhushan, Purushottam

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