How Long to Read Beginning MLOps with MLFlow

How Long Does it Take to Read Beginning MLOps with MLFlow?

It takes the average reader 5 hours and 30 minutes to read Beginning MLOps with MLFlow by Sridhar Alla

Assuming a reading speed of 250 words per minute. Learn more

Description

Integrate MLOps principles into existing or future projects using MLFlow, operationalize your models, and deploy them in AWS SageMaker, Google Cloud, and Microsoft Azure. ​This book guides you through the process of data analysis, model construction, and training. The authors begin by introducing you to basic data analysis on a credit card data set and teach you how to analyze the features and their relationships to the target variable. You will learn how to build logistic regression models in scikit-learn and PySpark, and you will go through the process of hyperparameter tuning with a validation data set. You will explore three different deployment setups of machine learning models with varying levels of automation to help you better understand MLOps. MLFlow is covered and you will explore how to integrate MLOps into your existing code, allowing you to easily track metrics, parameters, graphs, and models. You will be guided through the process of deploying and querying your models with AWS SageMaker, Google Cloud, and Microsoft Azure. And you will learn how to integrate your MLOps setups using Databricks. What You Will Learn Perform basic data analysis and construct models in scikit-learn and PySpark Train, test, and validate your models (hyperparameter tuning) Know what MLOps is and what an ideal MLOps setup looks like Easily integrate MLFlow into your existing or future projects Deploy your models and perform predictions with them on the cloud Who This Book Is For Data scientists and machine learning engineers who want to learn MLOps and know how to operationalize their models

How long is Beginning MLOps with MLFlow?

Beginning MLOps with MLFlow by Sridhar Alla is 330 pages long, and a total of 82,500 words.

This makes it 111% the length of the average book. It also has 101% more words than the average book.

How Long Does it Take to Read Beginning MLOps with MLFlow Aloud?

The average oral reading speed is 183 words per minute. This means it takes 7 hours and 30 minutes to read Beginning MLOps with MLFlow aloud.

What Reading Level is Beginning MLOps with MLFlow?

Beginning MLOps with MLFlow is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Beginning MLOps with MLFlow?

Beginning MLOps with MLFlow by Sridhar Alla is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

To buy Beginning MLOps with MLFlow by Sridhar Alla on Amazon click the button below.