市場調查報告書

MLOps:自家公司的新的競爭優勢的建立手段

MLOps: Your Business' New Competitive Advantage

出版商 IDC 商品編碼 948677
出版日期 內容資訊 英文 10 Pages
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MLOps:自家公司的新的競爭優勢的建立手段 MLOps: Your Business' New Competitive Advantage
出版日期: 2020年07月10日內容資訊: 英文 10 Pages
簡介

由於DX (數位轉型)的迅速的普及、進步,人工智慧 (AI) 和機器學習 (ML) ,這已成為所有公司的重要問題。為了系統性導入AI和ML到企業內部,在此基礎上加強競爭優勢,採用MLOps - 創建用於機器學習及其操作的系統 - 是不可或缺的。

本報告提供MLOps (機器學習基礎)的各種企業的引進、有效利用方法相關分析,應該解決的課題,具體的案例,產業相關人員今後應該專心致力MLOps的重要性和引進的必要性,引進時事項等資訊彙整,為您概述為以下內容。

執行概述

概況

  • MLOps:簡介
  • MLOps重要的理由
  • MLOps的課題
  • 技術供應商/服務的案例

對技術買主的建議

參考資料

  • 相關調查
  • 摘要
目錄
Product Code: US46643620

This IDC Perspective covers the definition of MLOps, its criticality for businesses, and associated challenges. Managing, monitoring, and governing models at scale cannot be a bespoke process. With innovative ML operations platform, companies can make AI a mission-critical component of their digitally transformed business. This document provides an overview of some of the leading technology supplier MLOps solutions and provides essential guidance to the end users."The rapid rise of digital transformation has pushed AI to the top of the corporate agenda. However, as we accelerate into the mainstream, organizations will need to embrace MLOps to realize AI/ML at scale and enjoy sustainable competitive advantage," says Ritu Jyoti, program vice president, Artificial Intelligence Research at IDC.

Executive Snapshot

Situation Overview

  • Introduction to MLOps
  • Why Is MLOps Critical
  • What Are the MLOps Challenges
  • Technology Supplier/Offering Examples

Advice for the Technology Buyer

Learn More

  • Related Research
  • Synopsis