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Hands-On Artificial Intelligence on Amazon Web Services
book

Hands-On Artificial Intelligence on Amazon Web Services

by Subhashini Tripuraneni, Charles Song
October 2019
Intermediate to advanced content levelIntermediate to advanced
426 pages
10h 8m
English
Packt Publishing
Content preview from Hands-On Artificial Intelligence on Amazon Web Services

Brief description of the dataset

Let's briefly consider the dataset that we are about to model:

  • Features data: This is data of regional activity related to the store:
    • Store: Numeric store ID for each store.
    • Date: Important dates for store.
    • Fuel price: Current fuel prices.
    • Markdowns: The discount you take on merchandise in your retail store from the original marked sale price.
    • CPI (Consumer Price Index): A measure that examines the weighted average of prices of a basket of consumer goods and services, such as transportation, food, and medical care.
    • Unemployment: Current unemployment rate.
    • IsHoliday: Whether it's a holiday or not, on a particular date.
  • Sales data: This is historical sales data covering three years, from 2010 to 2012. It ...
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Publisher Resources

ISBN: 9781789534146Supplemental Content