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MLaaS (Machine Learning as a Service) 的全球市场 (2022～2030年):成长、未来展望、竞争分析
市场调查报告书
商品编码
1129998

MLaaS (Machine Learning as a Service) 的全球市场 (2022～2030年):成长、未来展望、竞争分析

Machine Learning As A Service Market - Growth, Future Prospects and Competitive Analysis, 2022 - 2030
出版日期: | 出版商: Acute Market Reports | 英文 115 Pages | 商品交期: 最快1-2个工作天内

价格

全球MLaaS (Machine Learning as a Service) 的市场规模，从2021年的23亿840万美元，在2022年～2030年的预测期间以35.5％的年复合成长率成长。为了解消费行为对云端基础的技术的需求高涨，及技术进步成为市场成长的主要原因。还有数位化伴随的大规模的技术性阻碍也成为市场成长的要素。MLaaS在广泛的产业领域的用途也是市场成长的主要原因之一。还有巨量资料产业和IoT的成长也推动市场需求。

本报告提供全球MLaaS (Machine Learning as a Service) 的市场调查，市场概要，市场成长的各种影响因素分析，市场规模的变化、预测，各种区分、各地区/主要国家的明细，主要企业简介等彙整资讯。

目录

第1章 序文

第2章 摘要整理

第3章 MLaaS (Machine Learning as a Service) 市场:事业的展望、市场动态

  • 市场规模:2020年～2030年
  • 市场动态
    • 推动市场要素
    • 阻碍市场要素
    • 主要课题
    • 主要的机会
  • 促进因素、阻碍因素的影响分析
  • See-Saw分析
  • 波特的五力分析
  • PESTEL分析

第4章 MLaaS (Machine Learning as a Service) 市场:各部署模式

  • 市场概要
  • 成长、收益分析:2021年、2030年
  • 市场分类
    • 云端基础
    • 内部部署

第5章 MLaaS (Machine Learning as a Service) 市场:各用途

  • 市场概要
  • 成长、收益分析:2021年、2030年
  • 市场分类
    • 行销、广告
    • 预知保全
    • 扩增实境
    • 诈骗侦测、风险分析
    • 网路分析、自动流量管理
    • 其他(资料分类、销售生命週期管理等)

第6章 MLaaS (Machine Learning as a Service) 市场:各终端用户

  • 市场概要
  • 成长、收益分析:2021年、2030年
  • 市场分类
    • BFSI
    • 零售
    • 通讯
    • 医疗保健
    • 製造
    • 其他(航太&防卫、政府等)

第7章 北美的MLaaS (Machine Learning as a Service) 市场

  • 市场概要
  • MLaaS (Machine Learning as a Service) 市场:各部署模式
  • MLaaS (Machine Learning as a Service) 市场:各用途
  • MLaaS (Machine Learning as a Service) 市场:各终端用户
  • MLaaS (Machine Learning as a Service) 市场:各地区

第8章 国家及EU的MLaaS (Machine Learning as a Service) 市场

  • 市场概要
  • MLaaS (Machine Learning as a Service) 市场:各部署模式
  • MLaaS (Machine Learning as a Service) 市场:各用途
  • MLaaS (Machine Learning as a Service) 市场:各终端用户
  • MLaaS (Machine Learning as a Service) 市场:各地区

第9章 亚太地区的MLaaS (Machine Learning as a Service) 市场

  • 市场概要
  • MLaaS (Machine Learning as a Service) 市场:各部署模式
  • MLaaS (Machine Learning as a Service) 市场:各用途
  • MLaaS (Machine Learning as a Service) 市场:各终端用户
  • MLaaS (Machine Learning as a Service) 市场:各地区

第10章 南美的MLaaS (Machine Learning as a Service) 市场

  • 市场概要
  • MLaaS (Machine Learning as a Service) 市场:各部署模式
  • MLaaS (Machine Learning as a Service) 市场:各用途
  • MLaaS (Machine Learning as a Service) 市场:各终端用户
  • MLaaS (Machine Learning as a Service) 市场:各地区

第11章 中东及非洲的MLaaS (Machine Learning as a Service) 市场

  • 市场概要
  • MLaaS (Machine Learning as a Service) 市场:各部署模式
  • MLaaS (Machine Learning as a Service) 市场:各用途
  • MLaaS (Machine Learning as a Service) 市场:各终端用户
  • MLaaS (Machine Learning as a Service) 市场:各地区

第12章 企业简介

  • Google Inc.
  • Microsoft Corporation
  • IBM Corporation
  • Amazon Web Services
  • FICO
  • Yottamine Analytics
  • Ersatz Labs Inc.
  • Predictron Labs Ltd
  • H2O.ai
  • Sift-Science
Product Code: 139115-06-22

Growing Adoption of Cloud-based Technologies to boost the demand for Machine Learning as a Service Market

The machine learning as a service market worldwide is estimated to grow with a CAGR of 35.5% throughout the forecast period from 2022 to 2030, starting from US$ 2,308.4 Mn in 2021. Growing cloud-based technologies need to understand consumer behavior and rising technological advancements are the major factors driving the market growth. Massive technological disruptions along with digitization is another factor driving the market growth. Wide industrial applications of MLaaS is one of major reasons for the market growth. Growth of Big Data industry and Internet of Things (IoT) will also boost the demand for the market. Therefore, we assume that the machine learning as a service market will show tremendous growth throughout the forecast period.

Network Analytics and Automated Traffic Management Segment to be the Fastest Growing Segment

The machine learning as a service market by application is segmented into marketing & advertising, predictive maintenance, augmented reality, fraud detection & risk analytics, and network analytics & automated traffic management. The network analytics & automated traffic management segment will be the fastest growing segment during the forecast period. As machine learning is an essential tool for automated traffic management & network analytics due to which the segment will grow. Growth of IT infrastructure and introduction of Big Data analytics in the segment is another factor for the segment growth. Therefore, we expect that segment will show huge growth in years to come.

Asia Pacific to be the Fastest Growing

In 2021, North America dominated the machine learning as a service market. North America contributed to around 1/2 of the global market revenue share in the same year. The market growth here is attributed to rapid adoption of concepts such as Big Data Analytics, IoT and others along with presence of major market players. On the other hand, we assume that Asia Pacific region will be the fastest growing region during the forecast period. Rising technological advancements and rapid adoption of cloud-based services in the region are the major factors for the fastest growth of Asia Pacific. Rising government investments in the emerging economies is another factor for the fastest growth of the region.

Some of the prominent players operating in the machine learning as a service market: Google Inc., Microsoft Corporation, IBM Corporation, Amazon Web Services, FICO, Yottamine Analytics, Ersatz Labs Inc., Predictron Labs Ltd, H2O.ai, and Sift-Science among others.

Historical & Forecast Period:

This study report represents analysis of each segment from 2020 to 2030 considering 2021 as the base year. Compounded Annual Growth Rate (CAGR) for each of the respective segments estimated for the forecast period of 2022 to 2030.

The current report comprises of quantitative market estimations for each micro market for every geographical region and qualitative market analysis such as micro and macro environment analysis, market trends, competitive intelligence, segment analysis, porters five force model, top winning strategies, top investment markets, emerging trends and technological analysis, case studies, strategic conclusions and recommendations and other key market insights.

Research Methodology

The complete research study was conducted in three phases, namely: secondary research, primary research, and expert panel review. key data point that enables the estimation of Machine Learning As A Service market are as follows:

  • Research and development budgets of manufacturers and government spending
  • Revenues of key companies in the market segment
  • Number of end users and consumption volume, price and value.
  • Geographical revenues generate by countries considered in the report
  • Micro and macro environment factors that are currently influencing the Machine Learning As A Service market and their expected impact during the forecast period.

Market forecast was performed through proprietary software that analyzes various qualitative and quantitative factors. Growth rate and CAGR were estimated through intensive secondary and primary research. Data triangulation across various data points provides accuracy across various analyzed market segments in the report. Application of both top down and bottom-up approach for validation of market estimation assures logical, methodical and mathematical consistency of the quantitative data.

ATTRIBUTE DETAILS

  • Research Period: 2020-2030
  • Base Year: 2021
  • Forecast Period: 2022-2030
  • Historical Year: 2020
  • Unit: USD Million

Segmentation

Deployment Model

  • Cloud-based
  • On-premise

Application

  • Marketing & Advertising
  • Predictive Maintenance
  • Augmented Reality
  • Fraud Detection and Risk Analytics
  • Network Analytics and Automated Traffic Management
  • Others (Data Classification, Sales Lifecycle Management, etc.)

End-User

  • BFSI
  • Retail
  • Telecom
  • Healthcare
  • Manufacturing
  • Others (Aerospace & Defense, Government, etc.)

Region Segment (2020-2030; US$ Million)

  • North America
    • U.S.
    • Canada
    • Rest of North America
  • UK and European Union
    • UK
    • Germany
    • Spain
    • Italy
    • France
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • Australia
    • South Korea
    • Rest of Asia Pacific
  • Latin America
    • Brazil
    • Mexico
    • Rest of Latin America
  • Middle East and Africa
    • GCC
    • Africa
    • Rest of Middle East and Africa

Global Impact of COVID-19 Segment (2020-2021; US$ Million )

  • Pre COVID-19 situation
  • Post COVID-19 situation

Key questions answered in this report:

  • What are the key micro and macro environmental factors that are impacting the growth of Machine Learning As A Service market?
  • What are the key investment pockets with respect to product segments and geographies currently and during the forecast period?
  • Estimated forecast and market projections up to 2030.
  • Which segment accounts for the fastest CAGR during the forecast period?
  • Which market segment holds a larger market share and why?
  • Are low and middle-income economies investing in the Machine Learning As A Service market?
  • Which is the largest regional market for Machine Learning As A Service market?
  • What are the market trends and dynamics in emerging markets such as Asia Pacific, Latin America, and Middle East & Africa?
  • Which are the key trends driving Machine Learning As A Service market growth?
  • Who are the key competitors and what are their key strategies to enhance their market presence in the Machine Learning As A Service market worldwide?

Table of Contents

1. Preface

  • 1.1. Report Description
    • 1.1.1. Purpose of the Report
    • 1.1.2. Target Audience
    • 1.1.3. Key Offerings
  • 1.2. Market Segmentation
  • 1.3. Research Methodology
    • 1.3.1. Phase I - Secondary Research
    • 1.3.2. Phase II - Primary Research
    • 1.3.3. Phase III - Expert Panel Review
    • 1.3.4. Assumptions
    • 1.3.5. Approach Adopted

2. Executive Summary

  • 2.1. Market Snapshot: Global Machine Learning As A Service Market
  • 2.2. Global Machine Learning As A Service Market, By Deployment Model, 2021 (US$ Million)
  • 2.3. Global Machine Learning As A Service Market, By Application, 2021 (US$ Million)
  • 2.4. Global Machine Learning As A Service Market, By End-User, 2021 (US$ Million)
  • 2.5. Global Machine Learning As A Service Market, By Geography, 2021 (US$ Million)
  • 2.6. Impact of Covid 19
  • 2.7. Attractive Investment Proposition by Geography, 2021
  • 2.8. Competitive Analysis
    • 2.8.1. Market Positioning of Key Machine Learning As A Service Market Vendors
    • 2.8.2. Strategies Adopted by Machine Learning As A Service Market Vendors
    • 2.8.3. Key Industry Strategies

3. Machine Learning As A Service Market: Business Outlook & Market Dynamics

  • 3.1. Introduction
  • 3.2. Global Machine Learning As A Service Market Value, 2020 - 2030, (US$ Million)
  • 3.3. Market Dynamics
    • 3.3.1. Market Drivers
    • 3.3.2. Market Restraints
    • 3.3.3. Key Challenges
    • 3.3.4. Key Opportunities
  • 3.4. Impact Analysis of Drivers and Restraints
  • 3.5. See-Saw Analysis
  • 3.6. Porter's Five Force Model
    • 3.6.1. Supplier Power
    • 3.6.2. Buyer Power
    • 3.6.3. Threat Of Substitutes
    • 3.6.4. Threat Of New Entrants
    • 3.6.5. Competitive Rivalry
  • 3.7. PESTEL Analysis
    • 3.7.1. Political Landscape
    • 3.7.2. Economic Landscape
    • 3.7.3. Technology Landscape
    • 3.7.4. Legal Landscape
    • 3.7.5. Social Landscape

4. Machine Learning As A Service Market: By Deployment Model, 2020-2030, USD (Million)

  • 4.1. Market Overview
  • 4.2. Growth & Revenue Analysis: 2021 Versus 2030
  • 4.3. Market Segmentation
    • 4.3.1. Cloud-based
    • 4.3.2. On-premise

5. Machine Learning As A Service Market: By Application, 2020-2030, USD (Million)

  • 5.1. Market Overview
  • 5.2. Growth & Revenue Analysis: 2021 Versus 2030
  • 5.3. Market Segmentation
    • 5.3.1. Marketing & Advertising
    • 5.3.2. Predictive Maintenance
    • 5.3.3. Augmented Reality
    • 5.3.4. Fraud Detection and Risk Analytics
    • 5.3.5. Network Analytics and Automated Traffic Management
    • 5.3.6. Others (Data Classification, Sales Lifecycle Management, etc.)

6. Machine Learning As A Service Market: By End-User, 2020-2030, USD (Million)

  • 6.1. Market Overview
  • 6.2. Growth & Revenue Analysis: 2021 Versus 2030
  • 6.3. Market Segmentation
    • 6.3.1. BFSI
    • 6.3.2. Retail
    • 6.3.3. Telecom
    • 6.3.4. Healthcare
    • 6.3.5. Manufacturing
    • 6.3.6. Others (Aerospace & Defense, Government, etc.)

7. North America Machine Learning As A Service Market, 2020-2030, USD (Million)

  • 7.1. Market Overview
  • 7.2. Machine Learning As A Service Market: By Deployment Model, 2020-2030, USD (Million)
  • 7.3. Machine Learning As A Service Market: By Application, 2020-2030, USD (Million)
  • 7.4. Machine Learning As A Service Market: By End-User, 2020-2030, USD (Million)
  • 7.5.Machine Learning As A Service Market: By Region, 2020-2030, USD (Million)
    • 7.5.1.North America
      • 7.5.1.1. U.S.
      • 7.5.1.2. Canada
      • 7.5.1.3. Rest of North America

8. UK and European Union Machine Learning As A Service Market, 2020-2030, USD (Million)

  • 8.1. Market Overview
  • 8.2. Machine Learning As A Service Market: By Deployment Model, 2020-2030, USD (Million)
  • 8.3. Machine Learning As A Service Market: By Application, 2020-2030, USD (Million)
  • 8.4. Machine Learning As A Service Market: By End-User, 2020-2030, USD (Million)
  • 8.5.Machine Learning As A Service Market: By Region, 2020-2030, USD (Million)
    • 8.5.1.UK and European Union
      • 8.5.1.1. UK
      • 8.5.1.2. Germany
      • 8.5.1.3. Spain
      • 8.5.1.4. Italy
      • 8.5.1.5. France
      • 8.5.1.6. Rest of Europe

9. Asia Pacific Machine Learning As A Service Market, 2020-2030, USD (Million)

  • 9.1. Market Overview
  • 9.2. Machine Learning As A Service Market: By Deployment Model, 2020-2030, USD (Million)
  • 9.3. Machine Learning As A Service Market: By Application, 2020-2030, USD (Million)
  • 9.4. Machine Learning As A Service Market: By End-User, 2020-2030, USD (Million)
  • 9.5.Machine Learning As A Service Market: By Region, 2020-2030, USD (Million)
    • 9.5.1.Asia Pacific
      • 9.5.1.1. China
      • 9.5.1.2. Japan
      • 9.5.1.3. India
      • 9.5.1.4. Australia
      • 9.5.1.5. South Korea
      • 9.5.1.6. Rest of Asia Pacific

10. Latin America Machine Learning As A Service Market, 2020-2030, USD (Million)

  • 10.1. Market Overview
  • 10.2. Machine Learning As A Service Market: By Deployment Model, 2020-2030, USD (Million)
  • 10.3. Machine Learning As A Service Market: By Application, 2020-2030, USD (Million)
  • 10.4. Machine Learning As A Service Market: By End-User, 2020-2030, USD (Million)
  • 10.5.Machine Learning As A Service Market: By Region, 2020-2030, USD (Million)
    • 10.5.1.Latin America
      • 10.5.1.1. Brazil
      • 10.5.1.2. Mexico
      • 10.5.1.3. Rest of Latin America

11. Middle East and Africa Machine Learning As A Service Market, 2020-2030, USD (Million)

  • 11.1. Market Overview
  • 11.2. Machine Learning As A Service Market: By Deployment Model, 2020-2030, USD (Million)
  • 11.3. Machine Learning As A Service Market: By Application, 2020-2030, USD (Million)
  • 11.4. Machine Learning As A Service Market: By End-User, 2020-2030, USD (Million)
  • 11.5.Machine Learning As A Service Market: By Region, 2020-2030, USD (Million)
    • 11.5.1.Middle East and Africa
      • 11.5.1.1. GCC
      • 11.5.1.2. Africa
      • 11.5.1.3. Rest of Middle East and Africa

12. Company Profile

  • 12.1. Google Inc.
    • 12.1.1. Company Overview
    • 12.1.2. Financial Performance
    • 12.1.3. Product Portfolio
    • 12.1.4. Strategic Initiatives
  • 12.2. Microsoft Corporation
    • 12.2.1. Company Overview
    • 12.2.2. Financial Performance
    • 12.2.3. Product Portfolio
    • 12.2.4. Strategic Initiatives
  • 12.3. IBM Corporation
    • 12.3.1. Company Overview
    • 12.3.2. Financial Performance
    • 12.3.3. Product Portfolio
    • 12.3.4. Strategic Initiatives
  • 12.4. Amazon Web Services
    • 12.4.1. Company Overview
    • 12.4.2. Financial Performance
    • 12.4.3. Product Portfolio
    • 12.4.4. Strategic Initiatives
  • 12.5. FICO
    • 12.5.1. Company Overview
    • 12.5.2. Financial Performance
    • 12.5.3. Product Portfolio
    • 12.5.4. Strategic Initiatives
  • 12.6. Yottamine Analytics
    • 12.6.1. Company Overview
    • 12.6.2. Financial Performance
    • 12.6.3. Product Portfolio
    • 12.6.4. Strategic Initiatives
  • 12.7. Ersatz Labs Inc.
    • 12.7.1. Company Overview
    • 12.7.2. Financial Performance
    • 12.7.3. Product Portfolio
    • 12.7.4. Strategic Initiatives
  • 12.8. Predictron Labs Ltd
    • 12.8.1. Company Overview
    • 12.8.2. Financial Performance
    • 12.8.3. Product Portfolio
    • 12.8.4. Strategic Initiatives
  • 12.9. H2O.ai
    • 12.9.1. Company Overview
    • 12.9.2. Financial Performance
    • 12.9.3. Product Portfolio
    • 12.9.4. Strategic Initiatives
  • 12.10. Sift-Science
    • 12.10.1. Company Overview
    • 12.10.2. Financial Performance
    • 12.10.3. Product Portfolio
    • 12.10.4. Strategic Initiatives

List of Tables

  • TABLE 1 Global Machine Learning As A Service Market By Deployment Model, 2020-2030, USD (Million)
  • TABLE 2 Global Machine Learning As A Service Market By Application, 2020-2030, USD (Million)
  • TABLE 3 Global Machine Learning As A Service Market By End-User, 2020-2030, USD (Million)
  • TABLE 4 North America Machine Learning As A Service Market By Deployment Model, 2020-2030, USD (Million)
  • TABLE 5 North America Machine Learning As A Service Market By Application, 2020-2030, USD (Million)
  • TABLE 6 North America Machine Learning As A Service Market By End-User, 2020-2030, USD (Million)
  • TABLE 7 UK and European Union Machine Learning As A Service Market By Deployment Model, 2020-2030, USD (Million)
  • TABLE 8 UK and European Union Machine Learning As A Service Market By Application, 2020-2030, USD (Million)
  • TABLE 9 UK and European Union Machine Learning As A Service Market By End-User, 2020-2030, USD (Million)
  • TABLE 10 Asia Pacific Machine Learning As A Service Market By Deployment Model, 2020-2030, USD (Million)
  • TABLE 11 Asia Pacific Machine Learning As A Service Market By Application, 2020-2030, USD (Million)
  • TABLE 12 Asia Pacific Machine Learning As A Service Market By End-User, 2020-2030, USD (Million)
  • TABLE 13 Latin America Machine Learning As A Service Market By Deployment Model, 2020-2030, USD (Million)
  • TABLE 14 Latin America Machine Learning As A Service Market By Application, 2020-2030, USD (Million)
  • TABLE 15 Latin America Machine Learning As A Service Market By End-User, 2020-2030, USD (Million)
  • TABLE 16 Middle East and Africa Machine Learning As A Service Market By Deployment Model, 2020-2030, USD (Million)
  • TABLE 17 Middle East and Africa Machine Learning As A Service Market By Application, 2020-2030, USD (Million)
  • TABLE 18 Middle East and Africa Machine Learning As A Service Market By End-User, 2020-2030, USD (Million)

List of Figures

  • FIG. 1 Global Machine Learning As A Service Market: Market Coverage
  • FIG. 2 Research Methodology and Data Sources
  • FIG. 3 Market Size Estimation - Top Down & Bottom-Up Approach
  • FIG. 4 Global Machine Learning As A Service Market: Quality Assurance
  • FIG. 5 Global Machine Learning As A Service Market, By Deployment Model, 2021
  • FIG. 6 Global Machine Learning As A Service Market, By Application, 2021
  • FIG. 7 Global Machine Learning As A Service Market, By End-User, 2021
  • FIG. 8 Global Machine Learning As A Service Market, By Geography, 2021
  • FIG. 9 Global Machine Learning As A Service Market, By Deployment Model, 2021 Vs 2030, %
  • FIG. 10 Global Machine Learning As A Service Market, By Application, 2021 Vs 2030, %
  • FIG. 11 Global Machine Learning As A Service Market, By End-User, 2021 Vs 2030, %
  • FIG. 12 U.S. Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 13 Canada Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 14 Rest of North America Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 15 UK Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 16 Germany Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 17 Spain Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 18 Italy Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 19 France Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 20 Rest of Europe Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 21 China Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 22 Japan Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 23 India Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 24 Australia Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 25 South Korea Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 26 Rest of Asia Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 27 Brazil Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 28 Mexico Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 29 Rest of Latin America Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 30 GCC Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 31 Africa Machine Learning As A Service Market (US$ Million), 2020 - 2030
  • FIG. 32 Rest of Middle East and Africa Machine Learning As A Service Market (US$ Million), 2020 - 2030