You're reading from Practical Machine Learning on Databricks

Product typeBook

Published inNov 2023

Reading LevelIntermediate

PublisherPackt

ISBN-139781801812030

Edition1st Edition

Languages

Python

Concepts

Data Science

Author (1)

Debu Sinha

Technical requirements

The following are the prerequisites for the chapter:

Access to a Databricks workspace
A running cluster with Databricks Runtime for Machine Learning (Databricks Runtime ML) with a version higher than 10.3
Notebooks from Chapter 9 imported into the Databricks workspace
Introductory knowledge of hypothesis testing and interpreting statistical tests

Let’s take a look at the motivation behind why model monitoring is important.

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Practical Machine Learning on Databricks

Published in: Nov 2023Publisher: PacktISBN-13: 9781801812030

Author (1)

Debu Sinha

Debu is an experienced Data Science and Engineering leader with deep expertise in Software Engineering and Solutions Architecture. With over 10 years in the industry, Debu has a proven track record in designing scalable Software Applications, Big Data, and Machine Learning systems. As Lead ML Specialist on the Specialist Solutions Architect team at Databricks, Debu focuses on AI/ML use cases in the cloud and serves as an expert on LLMs, Machine Learning, and MLOps. With prior experience as a startup co-founder, Debu has demonstrated skills in team-building, scaling, and delivering impactful software solutions. An established thought leader, Debu has received multiple awards and regularly speaks at industry events.
Read more about Debu Sinha

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