ManningBooks

ManningBooks

Devtalk Sponsor

Cloud Native Machine Learning (Manning)

Clear and detailed tutorials show you how to develop reliable, flexible, and scalable machine learning systems without time-consuming management tasks or the costly overheads of physical hardware.

Carl Osipov

Cloud Native Machine Learning is a guide to bringing your experimental machine learning code to production using serverless capabilities from major cloud providers.

You’ll start with best practices for your datasets, learning to bring VACUUM data-quality principles to your projects, and ensure that your datasets can be reproducibly sampled. Next, you’ll learn to implement machine learning models with PyTorch, discovering how to scale up your models in the cloud and how to use PyTorch Lightning for distributed ML training. Finally, you’ll tune and engineer your serverless machine learning pipeline for scalability, elasticity, and ease of monitoring with the built-in notification tools of your cloud platform. When you’re done, you’ll have the tools to easily bridge the gap between ML models and a fully functioning production system.


Don’t forget you can get 35% off with your Devtalk discount! Just use the coupon code “devtalk.com” at checkout :+1:

Where Next?

Popular Backend topics Top

PragmaticBookshelf
Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular wor...
New
PragmaticBookshelf
RSpec has been downloaded more than 80 million times and has inspired countless test frameworks in other languages. Myron Marston @...
New
PragmaticBookshelf
Go from messy, unstructured artifacts stored in SQL and NoSQL databases to a neat, well-organized dataset with this quick reference for t...
New
PragmaticBookshelf
Write Elixir tests that you can be proud of. Dive into Elixir’s test philosophy and gain mastery over the terminology and concepts that u...
New
PragmaticBookshelf
Miki Tebeka @tebeka edited by Margaret Eldridge @Margaret This book contains 25 simple Go programs and will challenge your understanding...
New
PragmaticBookshelf
Learn Functional Programming by building a complete web application that uses Kotlin, TDD with end-to-end tests, and CQRS and Event Sourc...
New
ManningBooks
Effectively reading and understanding existing code is a developer’s superpower. In this book, you’ll master techniques for code profilin...
New
PragmaticBookshelf
Write effective and useful tests with the Mockito framework. Distinguish between mocks, stubs, and spies, and feel confident about when a...
New
PragmaticBookshelf
Dive into extraordinary and robust home automation projects written in Go. Deploy, host, and maintain code in your home lab using best of...
New
PragmaticBookshelf
Learn network programming with Erlang and Elixir. Build reliable and scalable network systems, and understand why this platform is a perf...
New

Other popular topics Top

AstonJ
Or looking forward to? :nerd_face:
New
New
New
AstonJ
Do the test and post your score :nerd_face: :keyboard: If possible, please add info such as the keyboard you’re using, the layout (Qw...
New
Rainer
Not sure if following fits exactly this thread, or if we should have a hobby thread… For many years I’m designing and building model air...
New
dimitarvp
Small essay with thoughts on macOS vs. Linux: I know @Exadra37 is just waiting around the corner to scream at me “I TOLD YOU SO!!!” but I...
New
New
Margaret
Hello everyone! This thread is to tell you about what authors from The Pragmatic Bookshelf are writing on Medium.
1143 25883 760
New
AstonJ
Biggest jackpot ever apparently! :upside_down_face: I don’t (usually) gamble/play the lottery, but working on a program to predict the...
New
AstonJ
This is a very quick guide, you just need to: Download LM Studio: https://lmstudio.ai/ Click on search Type DeepSeek, then select the o...
New