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

By:

Gutman, Alex J [author.]

Contributor(s):

Goldmeier, Jordan [author.]

Material type: Text

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	UCC Library SHELF 3	Non-fiction	005.1 GUT (Browse shelf(Opens below))	Available		094-2025

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

Includes bibliographical references and index.

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