市场调查报告书

MLOps:自家公司的新的竞争优势的建立手段

MLOps: Your Business' New Competitive Advantage

出版商 IDC 商品编码 948677
出版日期 内容资讯 英文 10 Pages
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价格
MLOps:自家公司的新的竞争优势的建立手段 MLOps: Your Business' New Competitive Advantage
出版日期: 2020年07月10日内容资讯: 英文 10 Pages
简介

由于DX (数位转型)的迅速的普及、进步,人工智慧 (AI) 和机器学习 (ML) ,这已成为所有公司的重要问题。为了系统性导入AI和ML到企业内部,在此基础上加强竞争优势,采用MLOps - 创建用于机器学习及其操作的系统 - 是不可或缺的。

本报告提供MLOps (机器学习基础)的各种企业的引进、有效利用方法相关分析,应该解决的课题,具体的案例,产业相关人员今后应该专心致力MLOps的重要性和引进的必要性,引进时事项等资讯汇整,为您概述为以下内容。

执行概述

概况

  • MLOps:简介
  • MLOps重要的理由
  • MLOps的课题
  • 技术供应商/服务的案例

对技术买主的建议

参考资料

  • 相关调查
  • 摘要
目录
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