Machine Learning Engineering in Action [Audiobook]
![Machine Learning Engineering in Action [Audiobook]](https://i123.fastpic.org/big/2024/0605/a9/d4eeb35f86861343dd5d3c913f42c3a9.webp)
Free Download Machine Learning Engineering in Action
Author: Ben Wilson
Narrator: n/a
English | 2022 | ISBN: 9781617298714 | MP3@64 kbps | Duration: 14h 48m | 1.17 GB
Field-tested tips, tricks, and design patterns for building machine learning projects that are deployable, maintainable, and secure from concept to production.
In Machine Learning Engineering in Action, you will learn:
Evaluating data science problems to find the most effective solution
Scoping a machine learning project for usage expectations and budget
Process techniques that minimize wasted effort and speed up production
Assessing a project using standardized prototyping work and statistical validation
Choosing the right technologies and tools for your project
Making your codebase more understandable, maintainable, and testable
Automating your troubleshooting and logging practices
Ferrying a machine learning project from your data science team to your end users is no easy task. Machine Learning Engineering in Action will help you make it simple. Inside, you'll find fantastic advice from veteran industry expert Ben Wilson, Principal Resident Solutions Architect at Databricks.
Ben introduces his personal toolbox of techniques for building deployable and maintainable production machine learning systems. You'll learn the importance of Agile methodologies for fast prototyping and conferring with stakeholders, while developing a new appreciation for the importance of planning. Adopting well-established software development standards will help you deliver better code management, and make it easier to test, scale, and even reuse your machine learning code. Every method is explained in a friendly, peer-to-peer style and illustrated with production-ready source code.
Please Help Me Click Connect Icon Below Here and Share News to Social Network | Thanks you !
Looking for free software? Check out the huge selection of options available through online Freeware files download where users can easily access and install various software for free. These download links provide convenient access to a wide variety of programs, utilities, and tools to suit a variety of needs and preferences.
Are you looking for productivity, multimedia or security software? The availability of free files through online download links enables users to find the right solution for their needs in just a few clicks.
Comments (0)
Users of Guests are not allowed to comment this publication.