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