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Becoming a data head : how to think, speak, and understand data science, statistics, and machine learning / Alex J. Gutman, Jordan Goldmeier.

By: Contributor(s): Material type: TextTextPublisher: Indianapolis, Indiana : Wiley, [2021]Copyright date: ©2021Description: xl, 226 pages : illustrations ; 23 cmContent type:
  • text
  • still image
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9781119741749
  • 1119741742
Other title:
  • Data head
Subject(s): DDC classification:
  • 006.3/12 23/eng/20220913
LOC classification:
  • QA76.9.D343 G88 2021
Contents:
Thinking like a data head. What is the problem? ; What is data? ; Prepare to think statistically -- Speaking like a data head. Argue with the data ; Explore the data ; Examine the probabilities ; Challenge the statistics -- Understanding the data scientist's toolbox. Search for hidden groups ; Understand the regression model ; Understand the classification model ; Understand the text analytics ; Conceptualize deep learning -- Ensuring success. Watch out for pitfalls ; Know the people and personalities ; What's next?
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Holdings
Item type Current library Collection Call number Status Date due Barcode
Books Books UCC Library SHELF 3 Non-fiction 005.1 GUT (Browse shelf(Opens below)) Available 094-2025

"Published simultaneously in Canada"--Title page verso.

Includes bibliographical references and index.

Thinking like a data head. What is the problem? ; What is data? ; Prepare to think statistically -- Speaking like a data head. Argue with the data ; Explore the data ; Examine the probabilities ; Challenge the statistics -- Understanding the data scientist's toolbox. Search for hidden groups ; Understand the regression model ; Understand the classification model ; Understand the text analytics ; Conceptualize deep learning -- Ensuring success. Watch out for pitfalls ; Know the people and personalities ; What's next?

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