null
Loading…
Skip to main content Skip to buy box

Holiday gifts by Fri, Dec 18? Order by Thu, Dec 3. Plan gifts Gifts by Dec 18? Order by Dec 3. Plan

Free shipping on most orders over $95 in the contiguous US

Specialists Mon–Fri, 8:30 am–5 pm PTSpecialists Mon–Fri, 8:30–5 PT866-522-6657

Printed to order
Beginning MLOps with MLFlow: Deploy Models in AWS SageMaker, Google Cloud, and Microsoft Azure book cover by Sridhar Alla, Suman Kalyan Adari
Paperback

Beginning MLOps with MLFlow: Deploy Models in AWS SageMaker, Google Cloud, and Microsoft Azure

by Sridhar Alla and Suman Kalyan Adari

$45.49 / copy at 25+ copies As low as $40.29 at 1,000+Your best volume price

Total $1,137.25

Paperback · 330 pages Apress · 2020

Format

Paperback
Volume pricing

The more copies, the less each one costs

Applied automatically in your cart. No code needed.

About the book

Beginning MLOps with MLFlow

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



The book, Beginning MLOps with MLFlow: Deploy Models in AWS SageMaker, Google Cloud, and Microsoft Azure [Bulk, Wholesale, Quantity] ISBN#9781484265482 in Paperback by Sridhar Alla, Suman Kalyan Adari may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Apress
Authors
Sridhar Alla, Suman Kalyan Adari
Format
Paperback
Published
Dec 8, 2020
ISBN-13
9781484265482
Pages
330
Printing
Printed on demand
Buying for a group

Beginning MLOps with MLFlow for groups: pricing

Volume pricing applies automatically in your cart. No codes, no account needed.

CopiesPrice per copyYou save
25 – 99 $45.49 30% off list
100 – 249 $44.19 32% off list
250 – 499 $42.89 34% off list
500 – 999 $41.59 36% off list
1,000+ $40.29 38% off list
Ways groups use it

Popular for

1
Course and classroom adoption

A copy for every student in the class or section.

2
Faculty and staff book studies

Shared reading for professional development.

3
Orientation and campus events

Common reads and first-year programs.

Where can I buy 100 copies of Beginning MLOps with MLFlow?

BookPal sells Beginning MLOps with MLFlow in quantity. At 100 copies the price is $44.19 a copy, against a list price of $64.99, and the cart applies the volume tier automatically. Free shipping on most orders over $95 in the contiguous US. A specialist can quote a larger or mixed order.

  • New books only, straight from the publisher
  • Volume prices apply automatically in the cart, with no code needed
  • Order at least 10 business days before you need the books (11 from mid-November through December)

Ask a specialist about a larger or mixed order

What does Beginning MLOps with MLFlow cost when I buy for a group?

Volume pricing applies automatically in your cart, with no code needed. Price per copy: 25 to 99 copies, $45.49 (30% off list); 100 to 249 copies, $44.19 (32% off list); 250 to 499 copies, $42.89 (34% off list); 500 to 999 copies, $41.59 (36% off list); 1,000+ copies, $40.29 (38% off list). Need a different quantity, or a quote to forward for approval? Ask a specialist and we will confirm pricing before you pay.

How fast can I get copies of Beginning MLOps with MLFlow?

This title is printed on demand, so it needs production time before it ships. Need them by a specific date? Request a quote and we'll confirm timing before you pay.

Can you ship to several locations or people's homes?

Yes. We ship group orders to one address, to multiple sites, or to individual recipients, in the US and internationally. See fulfillment options.

Can I get a formal quote for approval before ordering?

Yes. Request a quote and we'll send a PDF you can forward for approval.

Do you accept purchase orders and tax-exempt orders?

Yes. We accept purchase orders upon approval, as well as cards, PayPal, ACH, wire transfers and checks. BookPal is a tax-exempt supplier in all 50 states. See purchase orders and sales tax exemption.

What if I find a lower price?

Send us the link. We match prices from other booksellers and distributors on a new copy in the same edition, available to ship in the quantity you need. Clearance sales and pricing errors are the exception, and we'll tell you quickly if that's the case. Start a price match.

Send for approval

Get a yes from your approver

Beginning MLOps with MLFlow: Deploy Models in AWS SageMaker, Google Cloud, and Microsoft Azure
Email it to my approver

Your approver gets a link to this page with the quantity set and an "Approve and order" button. Nothing is sent until you press send in your email app.

Log In
Review Your Cart
Your cart is empty Your cart is empty Your cart is empty

Menu

Recently Viewed Recently Viewed
Back to top Back to top