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世界のサービスとしての機械学習(MLaaS)市場 2019-2023年

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

IRTNTR31634

 

出版社 出版年月電子版価格 ページ数
TechNavio
テクナビオ
2019年7月US$2,500
シングルユーザライセンス
100

サマリー

この調査レポートは世界のサービスとしての機械学習(MLaaS)市場を分析・予測したTechNavioの市場調査報告書です。

Global Machine Learning-as-a-Service (MLaaS) Market: 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. 

Global Machine Learning-as-a-Service (MLaaS) Market: 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, click here.

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.



目次

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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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

 

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