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Hands-On Data Science with Anaconda

You're reading from   Hands-On Data Science with Anaconda Utilize the right mix of tools to create high-performance data science applications

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Product type Paperback
Published in May 2018
Publisher Packt
ISBN-13 9781788831192
Length 364 pages
Edition 1st Edition
Languages
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Authors (2):
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James Yan James Yan
Author Profile Icon James Yan
James Yan
Yuxing Yan Yuxing Yan
Author Profile Icon Yuxing Yan
Yuxing Yan
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Toc

Table of Contents (15) Chapters Close

Preface 1. Ecosystem of Anaconda 2. Anaconda Installation FREE CHAPTER 3. Data Basics 4. Data Visualization 5. Statistical Modeling in Anaconda 6. Managing Packages 7. Optimization in Anaconda 8. Unsupervised Learning in Anaconda 9. Supervised Learning in Anaconda 10. Predictive Data Analytics – Modeling and Validation 11. Anaconda Cloud 12. Distributed Computing, Parallel Computing, and HPCC 13. References 14. Other Books You May Enjoy

Managing Packages

In the preface, we mentioned that this book is for readers who are looking for tools in the area of data science. For the researchers or practitioners working in the area of data science, there are several important issues. First, they need to understand their raw data, such as its purpose, structure, how reliable and complex it is, and how it is collected. Second, researchers and practitioners should have a good method of processing that data. In other words, they should master at least one computer language, such as R, Python, or Julia. After learning a language's basics, they should turn to some related packages, since understanding these packages might determine how far they can go in the area of data science. In this chapter, the following topics will be covered:

  • Introduction to packages, modules, or toolboxes
  • Two examples of using packages
  • Finding...
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