Gutman, Alex J.,

Becoming a data head : how to think, speak, and understand data science, statistics, and machine learning / Data head Alex J. Gutman, Jordan Goldmeier. - xl, 226 pages : illustrations ; 23 cm

"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?

9781119741749 1119741742

2021934226

GBC198554 bnb

020235375 Uk


Data mining.
Machine learning.
Data Mining
Machine Learning
Exploration de données (Informatique)
Apprentissage automatique.
Data mining
Machine learning

QA76.9.D343 / G88 2021

006.3/12