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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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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

Review questions and exercises

  1. What is Anaconda? How do we use its platform?
  2. What is the home page for Anaconda?
  3. How do we install Anaconda?
  4. After Anaconda is installed, should we install Python separately? What about R?
  5. What is Jupyter? How do we launch it?
  6. How do we launch Python from Jupyter?
  7. How do we use Python via Jupyter?
  8. What is Spyder and how do we launch it?
  9. Write a Python program to estimate the present value of the annuity, as shown in the following formula:

pv(annuity) is the present value of the annuity, C is the periodic payment, R is the discount rate, and n is the number of periods.

  1. Find out how many packages are available after you have installed Anaconda. (Hint: check the link at https://docs.anaconda.com/anaconda/packages/pkg-docs.)
  2. What are the advantages and disadvantages of using https://jupyter.org/try?
  3. Where can new users find more information about...
You have been reading a chapter from
Hands-On Data Science with Anaconda
Published in: May 2018
Publisher: Packt
ISBN-13: 9781788831192
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