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市場調査レポート

サービスとしての機械学習 (MLaaS:Machine Learning as a Service) の世界市場:2019年~2023年

Global Machine Learning-as-a-Service (MLaaS) Market 2019-2023

発行 TechNavio (Infiniti Research Ltd.) 商品コード 900622
出版日 ページ情報 英文 100 Pages
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サービスとしての機械学習 (MLaaS:Machine Learning as a Service) の世界市場:2019年~2023年 Global Machine Learning-as-a-Service (MLaaS) Market 2019-2023
出版日: 2019年07月29日 ページ情報: 英文 100 Pages
概要

世界のサービスとしての機械学習 (MLaaS)市場は、クラウドベース製品の採用の増加、カスタマーエクスペリエンス管理および予測分析におけるMLの使用の増加などが要因となり、予測期間中に38%以上のCAGRで拡大する見込みです。ただし、熟練した人材の不足、データプライバシーの問題と規制、およびデータ統合の問題などにより、予測期間中のMLaaS業界の成長が妨げられる可能性があります。

当レポートでは、世界のサービスとしての機械学習 (MLaaS)市場について調査分析し、市場規模および成長率、市場動向、市場促進要因・課題、市場機会について検証するほか、主要ベンダーなどについて、体系的な情報を提供しています。

目次

第1章 エグゼクティブサマリー

第2章 調査範囲

  • イントロダクション1
  • イントロダクション2
  • 米ドルの通貨換算レート

第3章 市場状況

  • 市場のエコシステム
  • 市場の特徴
  • 市場セグメンテーション分析

第4章 市場規模

  • 市場の定義
  • 市場規模(2018年)
  • 市場規模および予測(2018年~2023年)

第5章 ファイブフォース分析

  • バイヤーの交渉力
  • サプライヤーの交渉力
  • 新規参入の脅威
  • 代替品の脅威
  • 競争相手の脅威
  • 市況

第6章 市場セグメンテーション:エンドユーザー別

  • 市場セグメンテーション:エンドユーザー別
  • エンドユーザー別比較:市場規模および予測(2018年~2023年)
  • BFSI
  • 小売
  • 電気通信
  • ヘルスケア
  • 製造業
  • その他のエンドユーザー
  • 市場機会:エンドユーザー別

第7章 顧客情勢

第8章 地域別情勢

  • 地域別セグメンテーション
  • 地域別比較:市場規模および予測(2018年~2023年)
  • 北米
  • 欧州
  • アジア太平洋地域
  • 南米
  • 中東・アフリカ地域
  • 主要国
  • 市場機会

第9章 成長要因と課題

  • 市場成長要因
  • 市場の課題

第10章 市場動向

  • MLのIoTデータへの適用
  • 小売業界における技術投資の増加
  • 買収と提携の増加

第11章 ベンダー情勢

  • 概要
  • 創造的破壊の状況

第12章 ベンダー分析

  • 対象ベンダー
  • ベンダー分類
  • ベンダーの市場ポジショニング
  • Google LLC
  • Hewlett Packard Enterprise Development LP
  • IBM Corp.
  • Microsoft Corp.
  • SAS Institute Inc.

第13章 付録

  • 調査方法
  • 略語のリスト
  • ベンダーの市場ポジショニングの定義

第14章 TECHNAVIOについて

図表
  • Exhibit 01: MLaaS offerings by the vendors are:
  • Exhibit 02: Global information technology (IT) services market
  • Exhibit 03: Segments of global information technology (IT) services market
  • Exhibit 04: Market characteristics
  • Exhibit 05: Market segments
  • Exhibit 06: Market definition - Inclusions and exclusions checklist
  • Exhibit 07: Market size 2018
  • Exhibit 08: Global market: Size and forecast 2018-2023 ($ millions)
  • Exhibit 09: Global market: Year-over-year growth 2019-2023 (%)
  • Exhibit 10: Five forces analysis 2018
  • Exhibit 11: Five forces analysis 2023
  • Exhibit 12: Bargaining power of buyers
  • Exhibit 13: Bargaining power of suppliers
  • Exhibit 14: Threat of new entrants
  • Exhibit 15: Threat of substitutes
  • Exhibit 16: Threat of rivalry
  • Exhibit 17: Market condition - Five forces 2018
  • Exhibit 18: End-user - Market share 2018-2023 (%)
  • Exhibit 19: Comparison by end-user
  • Exhibit 20: BFSI - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 21: BFSI - Year-over-year growth 2019-2023 (%)
  • Exhibit 22: Retail - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 23: Retail - Year-over-year growth 2019-2023 (%)
  • Exhibit 24: Telecommunications - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 25: Telecommunications - Year-over-year growth 2019-2023 (%)
  • Exhibit 26: Healthcare - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 27: Healthcare - Year-over-year growth 2019-2023 (%)
  • Exhibit 28: Manufacturing - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 29: Manufacturing - Year-over-year growth 2019-2023 (%)
  • Exhibit 30: Other end-users - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 31: Other end-users - Year-over-year growth 2019-2023 (%)
  • Exhibit 32: Market opportunity by end-user
  • Exhibit 33: Customer landscape
  • Exhibit 34: Market share by geography 2018-2023 (%)
  • Exhibit 35: Geographic comparison
  • Exhibit 36: North America - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 37: North America - Year-over-year growth 2019-2023 (%)
  • Exhibit 38: Europe - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 39: Europe - Year-over-year growth 2019-2023 (%)
  • Exhibit 40: APAC - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 41: APAC - Year-over-year growth 2019-2023 (%)
  • Exhibit 42: South America - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 43: South America - Year-over-year growth 2019-2023 (%)
  • Exhibit 44: MEA - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 45: MEA - Year-over-year growth 2019-2023 (%)
  • Exhibit 46: Key leading countries
  • Exhibit 47: Market opportunity
  • Exhibit 48: Impact of drivers and challenges
  • Exhibit 49: Vendor landscape
  • Exhibit 50: Landscape disruption
  • Exhibit 51: Vendors covered
  • Exhibit 52: Vendor classification
  • Exhibit 53: Market positioning of vendors
  • Exhibit 54: Google LLC - Vendor overview
  • Exhibit 55: Google LLC - Organizational developments
  • Exhibit 56: Google LLC - Key offerings
  • Exhibit 57: Hewlett Packard Enterprise Development LP - Vendor overview
  • Exhibit 58: Hewlett Packard Enterprise Development LP - Business segments
  • Exhibit 59: Hewlett Packard Enterprise Development LP - Organizational developments
  • Exhibit 60: Hewlett Packard Enterprise Development LP - Geographic focus
  • Exhibit 61: Hewlett Packard Enterprise Development LP - Segment focus
  • Exhibit 62: Hewlett Packard Enterprise Development LP - Key offerings
  • Exhibit 63: IBM Corp. - Vendor overview
  • Exhibit 64: IBM Corp. - Business segments
  • Exhibit 65: IBM Corp. - Organizational developments
  • Exhibit 66: IBM Corp. - Geographic focus
  • Exhibit 67: IBM Corp. - Segment focus
  • Exhibit 68: IBM Corp. - Key offerings
  • Exhibit 69: Microsoft Corp. - Vendor overview
  • Exhibit 70: Microsoft Corp. - Business segments
  • Exhibit 71: Microsoft Corp. - Organizational developments
  • Exhibit 72: Microsoft Corp. - Geographic focus
  • Exhibit 73: Microsoft Corp. - Segment focus
  • Exhibit 74: Microsoft Corp. - Key offerings
  • Exhibit 75: SAS Institute Inc. - Vendor overview
  • Exhibit 76: SAS Institute Inc. - Organizational developments
  • Exhibit 77: SAS Institute Inc. - Key offerings
  • Exhibit 78: Validation techniques employed for market sizing
  • Exhibit 79: Definition of market positioning of vendors
目次
Product Code: IRTNTR31634

About this market

Technavio's machine learning-as-a-service (MLaaS) market analysis considers sales from segments including BFSI, retail, telecommunications, healthcare, manufacturing, and other end-users. Our analysis also considers the sales of MLaaS in APAC, Europe, North America, South America, and MEA. In 2018, the BFSI segment had a significant market share, and this trend is expected to continue over the forecast period. Factors such as the increasing investments of BFSI companies in MLaaS to reduce costs and improve risk management will play a significant role in the BFSI segment to maintain its market position. Also, our global MLaaS market report looks at factors such as increased adoption of cloud-based offerings, increasing the use of ML in customer experience management, and ML in predictive analytics. However, the shortage of skilled personnel, data privacy issues and regulations, and data integration issues may hamper the growth of the MLaaS industry over the forecast period.

Overview

Increasing use of machine language in customer experience management

Several enterprises are focusing on customer experience management to maintain a complete and robust relationship with their customers by using customer data. Therefore, machine language (ML) needs to be integrated into enterprise applications to control and make optimal use of this data. This will open new opportunities for revenue growth of enterprises and lead to the expansion of the global MLaaS market at a CAGR of over 38% during the forecast period.

Increasing technology investments in the retail industry

Retail companies are shifting their focus to customer buying patterns with the growing number of e-commerce websites and the digital revolution in the retail sector. This drives the need to manage and track the inventory movement of items, which can be done using MLaaS. The use of MLaaS by retail companies for inventory optimization and behavioral tracking is expected to have a positive impact on the overall market growth.

For the detailed list of factors that will drive the global machine learning-as-a-service (MLaaS) market during the forecast period 2019-2023, view our report.

Competitive Landscape

With the presence of a few major players, the global MLaaS market is concentrated. Technavio's robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading MLaaS manufacturers, that include Google LLC, Hewlett Packard Enterprise Development LP, IBM Corp., Microsoft Corp., and SAS Institute Inc.

Also, the MLaaS market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage on all forthcoming growth opportunities.

TABLE OF CONTENTS

PART 01: EXECUTIVE SUMMARY

PART 02: SCOPE OF THE REPORT

  • 2.1 Preface
  • 2.2 Preface
  • 2.3 Currency conversion rates for US$

PART 03: MARKET LANDSCAPE

  • Market ecosystem
  • Market characteristics
  • Market segmentation analysis

PART 04: MARKET SIZING

  • Market definition
  • Market sizing 2018
  • Market size and forecast 2018-2023

PART 05: FIVE FORCES ANALYSIS

  • Bargaining power of buyers
  • Bargaining power of suppliers
  • Threat of new entrants
  • Threat of substitutes
  • Threat of rivalry
  • Market condition

PART 06: MARKET SEGMENTATION BY END-USER

  • Market segmentation by end-user
  • Comparison by end-user
  • BFSI - Market size and forecast 2018-2023
  • Retail - Market size and forecast 2018-2023
  • Telecommunications - Market size and forecast 2018-2023
  • Healthcare - Market size and forecast 2018-2023
  • Manufacturing - Market size and forecast 2018-2023
  • Other end-users - Market size and forecast 2018-2023
  • Market opportunity by end-user

PART 07: CUSTOMER LANDSCAPE

PART 08: GEOGRAPHIC LANDSCAPE

  • Geographic segmentation
  • Geographic comparison
  • North America - Market size and forecast 2018-2023
  • Europe - Market size and forecast 2018-2023
  • APAC - Market size and forecast 2018-2023
  • South America - Market size and forecast 2018-2023
  • MEA - Market size and forecast 2018-2023
  • Key leading countries
  • Market opportunity

PART 09: DRIVERS AND CHALLENGES

  • Market drivers
  • Market challenges

PART 10: MARKET TRENDS

  • Application of ML to IoT data
  • Increasing technology investments in retail industry
  • Growing number of acquisitions and partnerships

PART 11: VENDOR LANDSCAPE

  • Overview
  • Landscape disruption

PART 12: VENDOR ANALYSIS

  • Vendors covered
  • Vendor classification
  • Market positioning of vendors
  • Google LLC
  • Hewlett Packard Enterprise Development LP
  • IBM Corp.
  • Microsoft Corp.
  • SAS Institute Inc.

PART 13: APPENDIX

  • Research methodology
  • List of abbreviations
  • Definition of market positioning of vendors

PART 14: EXPLORE TECHNAVIO

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