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Hands-On Data Science with Anaconda

You're reading from  Hands-On Data Science with Anaconda

Product type Book
Published in May 2018
Publisher Packt
ISBN-13 9781788831192
Pages 364 pages
Edition 1st Edition
Languages
Authors (2):
Yuxing Yan Yuxing Yan
Profile icon Yuxing Yan
James Yan James Yan
Profile icon James Yan
View More author details

Table of Contents (15) Chapters

Preface Ecosystem of Anaconda Anaconda Installation Data Basics Data Visualization Statistical Modeling in Anaconda Managing Packages Optimization in Anaconda Unsupervised Learning in Anaconda Supervised Learning in Anaconda Predictive Data Analytics – Modeling and Validation Anaconda Cloud Distributed Computing, Parallel Computing, and HPCC References 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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