E-Book, Englisch, 344 Seiten
Chadha / Juwe Agile Machine Learning with DataRobot
1. Auflage 2021
ISBN: 978-1-80107-864-1
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
Automate each step of the machine learning life cycle, from understanding problems to delivering value
E-Book, Englisch, 344 Seiten
ISBN: 978-1-80107-864-1
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection
No detailed description available for "Agile Machine Learning with DataRobot".
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Table of Contents - What Is DataRobot and Why You Need It
- Machine Learning Basics
- Understanding and Defining Business Problems
- Preparing Data for DataRobot
- Exploratory Data Analysis with DataRobot
- Model Building with DataRobot
- Model Understanding and Explainability
- Model Scoring and Deployment
- Forecasting and Time Series Modeling
- Recommender Systems
- Working with Geospatial Data, NLP, and Image Processing
- DataRobot Python API
- Model Governance and MLOps
- Conclusion