Agile Machine Learning with DataRobot: Automate each step of the machine learning life cycle, from understanding problems to delivering value

Author:   Bipin Chadha ,  Sylvester Juwe ,  Sarthak Sarbahi
Publisher:   Packt Publishing Limited
ISBN:  

9781801076807


Pages:   344
Publication Date:   25 November 2021
Format:   Paperback
Availability:   Available To Order   Availability explained
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Agile Machine Learning with DataRobot: Automate each step of the machine learning life cycle, from understanding problems to delivering value


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Author:   Bipin Chadha ,  Sylvester Juwe ,  Sarthak Sarbahi
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781801076807


ISBN 10:   1801076804
Pages:   344
Publication Date:   25 November 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

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

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Author Information

Bipin Chadha is a hands-on leader of data science teams who can find innovative solutions to complex problems. He creates systemic data-driven models that enable executives to understand how their business operates, analyze a broad range of scenarios and strategies, and understand the likely implications of decisions and events prior to implementing risky changes. His passion is building data-driven cultures, developing effective teams, and driving organizations to grow and succeed. Sylvester Juwe is a highly accomplished Executive, with hands-on technical expertise implementing complex Big Data and Advanced Analytics solutions, from conceptualisation to commercial impact. He is a well versed leader who leverages sophisticated data capabilities, influences stakeholders, and creates a strong culture of governance and curiosity in solving complex business challenges, thereby creating commercial impact.

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