Items related to Machine Learning Engineering with Python: Manage the...
Machine Learning Engineering with Python: Manage the production life cycle of machine learning models using MLOps with practical examples - Softcover
- PublisherPackt Publishing - ebooks Account
- Publication date2021
- ISBN 10 1801079250
- ISBN 13 9781801079259
- BindingPaperback
- LanguageEnglish
- Number of pages276
Search results for Machine Learning Engineering with Python: Manage the...
Stock Image
Machine Learning Engineering with Python: Manage the production life cycle of machine learning models using MLOps with practical examples
Seller: thebookforest.com, San Rafael, CA, U.S.A.
Seller rating 4 out of 5 stars
paperback. Condition: New. Well packaged and promptly shipped from California. Partnered with Friends of the Library since 2010. Seller Inventory # 1LAUHV002IJT
Quantity: 1 available
Stock Image
Machine Learning Engineering with Python: Manage the production life cycle of machine learning models using MLOps with practical examples
Seller: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 1.06. Seller Inventory # G1801079250I3N00
Quantity: 1 available
Stock Image
Machine Learning Engineering with Python: Manage the production life cycle of machine learning models using MLOps with practical examples
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9781801079259
Quantity: Over 20 available
Stock Image
Machine Learning Engineering with Python
Print on DemandSeller: PBShop.store US, Wood Dale, IL, U.S.A.
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9781801079259
Quantity: Over 20 available
Stock Image
Machine Learning Engineering with Python
Print on DemandSeller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 4 out of 5 stars
PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9781801079259
Quantity: Over 20 available
Stock Image
Machine Learning Engineering with Python: Manage the production life cycle of machine learning models using MLOps with practical examples
Seller: Russell Books, Victoria, BC, Canada
Seller rating 5 out of 5 stars
Paperback. Condition: New. Special order direct from the distributor. Seller Inventory # ING9781801079259
Quantity: Over 20 available
Stock Image
Machine Learning Engineering with Python: Manage the production life cycle of machine learning models using MLOps with practical examples
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781801079259_new
Quantity: Over 20 available
Stock Image
Machine Learning Engineering with Python: Manage the production life cycle of machine learning models using standard processes and designs
Published by
Packt Publishing Limited, 2021
ISBN 10: 1801079250
ISBN 13: 9781801079259
New
Paperback / softback
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 100. Seller Inventory # C9781801079259
Quantity: Over 20 available
Stock Image
Machine Learning Engineering with Python: Manage the production life cycle of machine learning models using MLOps with practical examples
Published by
Packt Publishing 2021-11-05, 2021
ISBN 10: 1801079250
ISBN 13: 9781801079259
New
Paperback
Seller: Chiron Media, Wallingford, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: New. Seller Inventory # 6666-IUK-9781801079259
Quantity: 10 available
Seller Image
Machine Learning Engineering with Python : Manage the production life cycle of machine learning models using MLOps with practical examples
Print on DemandSeller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Supercharge the value of your machine learning models by building scalable and robust solutions that can serve them in production environmentsKey FeaturesExplore hyperparameter optimization and model management toolsLearn object-oriented programming and functional programming in Python to build your own ML libraries and packagesExplore key ML engineering patterns like microservices and the Extract Transform Machine Learn (ETML) pattern with use casesBook DescriptionMachine learning engineering is a thriving discipline at the interface of software development and machine learning. This book will help developers working with machine learning and Python to put their knowledge to work and create high-quality machine learning products and services.Machine Learning Engineering with Python takes a hands-on approach to help you get to grips with essential technical concepts, implementation patterns, and development methodologies to have you up and running in no time. You'll begin by understanding key steps of the machine learning development life cycle before moving on to practical illustrations and getting to grips with building and deploying robust machine learning solutions. As you advance, you'll explore how to create your own toolsets for training and deployment across all your projects in a consistent way. The book will also help you get hands-on with deployment architectures and discover methods for scaling up your solutions while building a solid understanding of how to use cloud-based tools effectively. Finally, you'll work through examples to help you solve typical business problems.By the end of this book, you'll be able to build end-to-end machine learning services using a variety of techniques and design your own processes for consistently performant machine learning engineering.What you will learnFind out what an effective ML engineering process looks likeUncover options for automating training and deployment and learn how to use themDiscover how to build your own wrapper libraries for encapsulating your data science and machine learning logic and solutionsUnderstand what aspects of software engineering you can bring to machine learningGain insights into adapting software engineering for machine learning using appropriate cloud technologiesPerform hyperparameter tuning in a relatively automated wayWho this book is forThis book is for machine learning engineers, data scientists, and software developers who want to build robust software solutions with machine learning components. If you're someone who manages or wants to understand the production life cycle of these systems, you'll find this book useful. Intermediate-level knowledge of Python is necessary.Table of ContentsIntroduction to ML EngineeringThe Machine Learning Development ProcessFrom Model to Model FactoryPackaging UpDeployment Patterns and ToolsScaling UpBuilding an Example ML MicroserviceBuilding an Extract Transform Machine Learning Use Case. Seller Inventory # 9781801079259
Quantity: 1 available