Description: Further DetailsTitle: Implementing MLOps in the EnterpriseCondition: NewSubtitle: A Production-First ApproachEAN: 9781098136581ISBN: 9781098136581Publisher: O'Reilly MediaFormat: PaperbackRelease Date: 12/19/2023Description: With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from moving ML models to production.Authors Yaron Haviv and Noah Gift take a production-first approach. Rather than beginning with the ML model, you'll learn how to design a continuous operational pipeline, while making sure that various components and practices can map into it. By automating as many components as possible, and making the process fast and repeatable, your pipeline can scale to match your organization's needs.You'll learn how to provide rapid business value while answering dynamic MLOps requirements. This book will help you:Learn the MLOps process, including its technological and business valueBuild and structure effective MLOps pipelinesEfficiently scale MLOps across your organizationExplore common MLOps use casesBuild MLOps pipelines for hybrid deployments, real-time predictions, and composite AILearn how to prepare for and adapt to the future of MLOpsEffectively use pre-trained models like HuggingFace and OpenAI to complement your MLOps strategyLanguage: EnglishCountry/Region of Manufacture: USItem Height: 233mmItem Length: 178mmAuthor: Yaron Haviv, Noah GiftGenre: Computing & InternetTopic: Business & FinanceRelease Year: 2023 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Implementing MLOps in the Enterprise
Title: Implementing MLOps in the Enterprise
Subtitle: A Production-First Approach
EAN: 9781098136581
ISBN: 9781098136581
Release Date: 12/19/2023
Release Year: 2023
Country/Region of Manufacture: US
Genre: Computing & Internet
Topic: Business & Finance
Number of Pages: 377 Pages
Publication Name: Implementing Mlops in the Enterprise : a Production-First Approach
Language: English
Publisher: O'reilly Media, Incorporated
Subject: Machine Theory, Enterprise Applications / Business Intelligence Tools, Intelligence (Ai) & Semantics, Natural Language Processing, Neural Networks, Computer Vision & Pattern Recognition
Item Height: 0.9 in
Publication Year: 2024
Item Weight: 22.6 Oz
Type: Textbook
Author: Noah Gift, Yaron Haviv
Item Length: 9.1 in
Subject Area: Computers
Item Width: 7 in
Format: Trade Paperback
