Becoming a data head how to think, speak, and understand data science, statistics, and machine learning
"Turn yourself into a Data Head. You'll become a more valuable employee and make your organization more successful." Thomas H. Davenport, Research Fellow, Author of Competing on Analytics, Big Data @ Work, and The AI Advantage. You've heard the hype around data--now get the facts...
| Otros Autores: | |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Hoboken, N.J.:
Wiley
c2021.
Indianapolis, Indiana : [2021] |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009634660006719 |
Tabla de Contenidos:
- 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?
