Managing Machine Learning Projects

Name: Managing Machine Learning Projects
Brand: Manning Publications
SKU: 9781633439023
Price: 55.05 EUR
Availability: InStock

Автор: Thompson, Simon

Език:

Корици: С твърди корици

Издател: Manning Publications

Наличност: 50% вероятност

Ще претърсим света

55.05 € 107.67 лв

The go-to guide in machine learning projects from design to production. No ML skills required! In Ma...

Информация за книгата

Автор

Thompson, Simon

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2023

страници

275

EAN

9781633439023

ISBN

163343902X

Enbook ID

39495697

Издател

Manning Publications

Теглоt

327

Размери

187 x 235 x 18

Пълно описание

The go-to guide in machine learning projects from design to production. No ML skills required!

In Managing Machine Learning Projects, you will learn essential machine learning project management techniques, including:

Understanding an ML project''s requirements
Setting up the infrastructure for the project and resourcing a team
Working with clients and other stakeholders
Dealing with data resources and bringing them into the project for use
Handling the lifecycle of models in the project
Managing the application of ML algorithms
Evaluating the performance of algorithms and models
Making decisions about which models to adopt for delivery
Taking models through development and testing
Integrating models with production systems to create effective applications
Steps and behaviours for managing the ethical implications of ML technology

About the technology

Companies of all shapes, sizes, and industries are investing in machine learning (ML). Unfortunately, around 85% of all ML projects fail. Managing machine learning projects requires adopting a different approach than you would take with standard software projects.

You need to account for large and diverse data resources, evaluate and track multiple separate models, and handle the unforeseeable risk of poor performance. Never fear — this book lays out the unique practices you will need to ensure your projects succeed!

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Managing Machine Learning Projects

Информация за книгата

Пълно описание

The go-to guide in machine learning projects from design to production. No ML skills required!

About the technology

Може също да ви хареса

Deep Learning with Pytorch, Second Edition

Hundred-Page Machine Learning Book

Art Nouveau Style Book of Alphonse Mucha

Industrial Light & Magic: 50 Years of Innovation

Mine

Point-of-Care Ultrasound in Critical Care

Neuroradiology Q&A for the Radiology Boards

A Very Bass Clarinet Christmas

Oxford AQA GCSE History: Britain: Health and the People c1000-Present Day Revision Guide (9-1)

Soviet Middlegame Technique

Клиенти, които купиха тази книга, купиха също

Designing Machine Learning Systems

Machine Learning Solutions Architect Handbook

Go Programming Language, The

Clean Code

Test Driven Development

The Hundred-Page Language Models Book

Learning Go: An Idiomatic Approach to Real-World Go Programming

Fluent Python

The World of Mucha

Horiyoshi III. L'arte del tatuaggio giapponese

你没有疯，你只是从小就保持沉默