© Sridhar Alla, Suman Kalyan Adari 2021
S. Alla, S. K. AdariBeginning MLOps with MLFlowhttps://doi.org/10.1007/978-1-4842-6549-9_1

1. Getting Started: Data Analysis

Sridhar Alla1   and Suman Kalyan Adari2
Delran, NJ, USA
Tampa, FL, USA

In this chapter, we will go over the premise of the problem we are attempting to solve with the machine learning solution we want to operationalize. We will also begin data analysis and feature engineering of our data set.

Introduction and Premise

Welcome to Beginning MLOps with MLFlow! In this book, we will be taking an example problem, developing a machine learning solution to it, and operationalizing our model on AWS SageMaker, Microsoft Azure, Google Cloud, and Datarobots. The problem we will be looking at is ...

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