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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

Understanding predictive data analytics

In terms of future events, people could have many questions. For an investor, if he/she could predict the future movement of a stock price, he/she could make more profit. For a company, if they could forecast the trend of their products, they could increase their stock price and products' market shares. For governments, if they could predict the impact of an aging population on society and the economy, they would have more incentive to design a better policy in terms of government budget and other related strategic decisions.

For universities, if they could have a good grasp of the market demand in terms of quality and skill sets for their graduates, they could design a set of better programs or launch new programs to satisfy the future needs in terms of a labor force.

For a better prediction or forecast, researchers have to consider...

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