MLaaS（機器學習即服務）的全球市場：2022-2028

在預測期內，全球 MLaaS（機器學習即服務）市場規模預計將以 40.5% 左右的複合年增長率增長。越來越多地採用基於雲的技術是促進 MLaaS 市場增長的主要因素。巨大的技術進步和了解客戶行為的需求也在推動市場的擴張。

本報告研究了全球 MLaaS 市場，並提供了市場概況以及應用、部署、行業、服務、地區和進入市場的公司概況的趨勢。

內容

第 1 章報告概述

第 2 章市場概述和洞察

第 3 章競爭格局

• 主要公司分析
  • 概覽
  • 財務分析
  • SWOT 分析
  • 近期發展
• 關鍵戰略分析
• COVID-19 對主要進入者的影響

第 4 章市場決定因素

• 驅動程序
• 限制因素
• 機會

第 5 章市場細分

• 全球 MLaaS 市場，按應用
  • 廣告和營銷
  • 自然語言處理
  • 自動網絡管理
  • 用戶行為分析
  • 其他（風險檢測/分析、預測性維護）
• 全球 MLaaS 市場（按部署）
  • 軟件工具
  • 基於雲和網絡的應用程序編程接口
• 按行業分列的全球 MLaaS 市場
  • 教育
  • 銀行和金融服務
  • 防禦
  • 其他（政府、醫療保健/生命科學、信息技術、媒體/娛樂）
• 全球 MLaaS 市場，按服務分類
  • 專業服務
  • 託管服務

第六章區域分析

• 北美
• 歐洲
• 亞太地區
• 其他地區

第七章公司簡介

• Altexsoft Co.
• Amazon Web Services Inc.
• Appen Ltd.
• AT&T Inc.
• Bigml Inc.
• Darktrace Holdings Ltd.
• Fair Isaac Corp.
• Figure Eight Inc.
• Google LLC
• H2o.Ai Inc
• Hewlett Packard Enterprise Co.
• IBM Corp.
• LogDNA, Inc
• Microsoft Corp.
• Novantas, Inc.
• SAS Institute Inc.
• Sift Science Inc.
• TAMR Inc.
• Yottamine Analytics Inc.

Global Machine Learning as a Service (MLaaS) Market Size, Share & Trends Analysis Report By Application (Advertising and Marketing, Natural Language Processing, Automated Network Management, User Behavior Analytics, and Others), By Deployment (Software Tools, Cloud and Web-Based Application Programming Interface), and By Vertical (Education, Banking and Financial Services, Defense, and Others) and By Services (Professional Services and Managed Services) Forecast, 2021-2027

The global market for MLaaS is projected to have a considerable CAGR of around 40.5% during the forecast period. Machine learning is a technology that provides computers with the ability to learn and modify their analytical features when exposed to new data sets that are been programmed. The increasing adoption of cloud-based technology is the major factor contributing to the growth of machine learning as a service market. The immense advancement in technology, as well as the need to understand customer behavior, are also responsible for the global expansion of the machine learning as a service (MLaaS) market. On the contrary, there is a significant shortage of skilled consultants for deploying machine learning services, along with compliance issues, which limits the growth of the machine learning as a service (MLaaS) market in the global market. However, Growth opportunities are also provided by an increase in data from internet of things (IoT) platforms and improved connectivity.

Impact of COVID-19 on MLaaS Market

The impact of the COVID-19 pandemic is expected to drive the MLaaS Market in the forecast period as an increasing number of people are working from home. Additionally, more than 90% of organizations around the world have implemented a work-from-home policy to keep their operations running smoothly which has increased the adoption of cloud applications. Moreover, as a result of lockdown initiatives in all major economies, demand for online shopping and video streaming is increasing. This is driving the cloud expenditure, as broadcasters, retailers, and government gateways expand their eCommerce and front-end platforms to meet rising demand. There are many cloud verticals, such as retail, manufacturing, and consumer goods, where all operations were delayed. However, organizations' priorities have shifted, such as organizations utilizing cloud automation and boosting their online presence by developing e-commerce websites on cloud platforms to limit the effects of COVID-19 on productivity and operational efficiency. Therefore, these factors are propelling the demand for the MLaaS during the COVID-19.

Segmental Outlook

The global MLaaS market is segmented based on application, deployment, vertical, and services. Based on the application, the market is further classified into advertising and marketing, natural language processing, automated network management, user behavior analytics, and others (Risk Detection and Analysis, Predictive Maintenance). Based on deployment, the market is further segregated into software tools, cloud, and web-based application programming interfaces. Further, based on vertical, the market is classified into education, banking and financial services, defense, and others (Government, Healthcare and life sciences, Information Technology, Media and entertainment). And based on services the market classified as professional services, managed services.

Global MLaaS Share by deployment, 2020(%)

Global MLaaS Share by deployment

The cloud and web-based application programming interface segment is estimated to have a significant share in the global MLaaS market

Among deployment, the cloud and web-based application programming interface segment are projected to have a considerable share in the market owing to the rise in digitalization and favorable government initiatives, particularly in developing countries, to adopt cloud services are major factors driving the growth of the segment. Furthermore, the ongoing modernization of applications, as well as the rise in demand for easy access by applications from anywhere among individuals, is also driving the growth of the segment. The cloud and web-based application programming interface enable the company to perform infrastructure management and deployment processes according to the business requirements and therefore this flexibility feature provided by the segment is propelling its growth in the market.

Regional Outlook

Geographically, the global MLaaS is classified into four major regions including North America (the US and Canada), Europe (UK, Germany, France, Italy, Spain, and Rest of Europe), Asia-Pacific (India, China, Japan, and Rest of Asia-Pacific), and Rest of the World (Latin America and the Middle East and Africa (MEA)). North America is projected to dominate the market share of MLaaS attributing to the factor such as the presence of large corporations engaged in technological research, rapid machine learning as a service integration with big data, Internet of Things (IoT), and other modern technologies. Moreover, increasing R&D investment in IT in the US and a rise in the demand for machine learning as a service with a large amount of data are the factors also contributing to the growth of the market in the region.

Global MLaaS Growth, by Region 2021-2027

Global MLaaS Growth, by Region

Asia-Pacific is estimated to be the fastest-growing region in the global MLaaS Market

Geographically, Asia-Pacific is projected to be one of the fastest-growing regions in the global MLaaS market. The major factors that contributing to the market include the availability of a large data set, the adoption of machine learning techniques in traditional industries, and the strengthening of the pipeline of collaborators with exceptional talent that is driving the Asia-Pacific machine learning market. Furthermore, the growing demand for intelligent business processes is also propelling the region's machine learning as a service market forward. Other factors such as government initiatives promoting artificial intelligence, rising machine learning adoption, and the emergence of many other machine learning start-ups in the region are propelling the growth of Asia pacific machine learning as a service market. Oracle Corporation, Tibco Software Inc., Microsoft Corporation, Teradata Corporation, and Intel Corporation are among the largest provider of machine learning as a service in the following region.

Market Players Outlook

The key players in the MLaaS contributing significantly by providing different types of products and increasing their geographical presence across the globe. The key players of the market include Hewlett Packard Enterprise Co., Google LLC, IBM Corp., Microsoft Corp, Amazon Web Services Inc., among others. These market players adopt various strategies such as product launches, partnerships, collaborations, mergers, and acquisitions to sustain a strong position in the market. In November 2019, IBM launched its cybersecurity platform, Cloud Pak. This is an open-source technology for hunting threats, also it gives a speed response to cyberattacks, and it can run in any environment. This platform can translate security data from various sources, also it is extensible, so further additional features can be added.

The Report Covers

Market value data analysis of 2020 and forecast to 2027.

Annualized market revenues ($ million) for each market segment.

Country-wise analysis of major geographical regions.

Key companies operating in the global MLaaS

Based on the availability of data, information related to pipeline products, and relevant news is also available in the report.

Analysis of business strategies by identifying the key market segments positioned for strong growth in the future.

Analysis of market entry and market expansion strategies.

Competitive strategies by identifying 'who-stands-where in the market.

Table of Contents

1. Report Summary

• Current Industry Analysis and Growth Potential Outlook
• Impact of COVID-19 on the Global MLaaS Industry
• Recovery Scenario of Global MLaaS Industry
• 1.1. Research Methods and Tools
• 1.2. Market Breakdown
  • 1.2.1. By Segments
  • 1.2.2. By Geography

2. Market Overview and Insights

• 2.1. Scope of the Report
• 2.2. Analyst Insight & Current Market Trends
  • 2.2.1. Key Findings
  • 2.2.2. Recommendations
  • 2.2.3. Conclusion
• 2.3. Regulations

3. Competitive Landscape

• 3.1. Key Company Analysis
  • 3.1.1. Overview
  • 3.1.2. Financial Analysis
  • 3.1.3. SWOT Analysis
  • 3.1.4. Recent Developments
• 3.2. Key Strategy Analysis
• 3.3. Impact of COVID-19 on key players

4. Market Determinants

• 4.1. Motivators
• 4.2. Restraints
• 4.3. Opportunities

5. Market Segmentation

• 5.1. Global MLaaS Market by Application
  • 5.1.1. Advertising and Marketing
  • 5.1.2. Natural Language Processing
  • 5.1.3. Automated Network Management
  • 5.1.4. User Behavior Analytics
  • 5.1.5. Others (Risk Detection and Analysis, Predictive Maintenance)
• 5.2. Global MLaaS Market by Deployment
  • 5.2.1. Software Tools
  • 5.2.2. Cloud and Web-Based Application Programming Interface
• 5.3. Global MLAAS market by Vertical
  • 5.3.1. Education
  • 5.3.2. Banking and Financial Services
  • 5.3.3. Defense
  • 5.3.4. Others (Government, Healthcare and life sciences, Information Technology, Media and entertainment)
• 5.4. Global MLaaS market by services
  • 5.4.1. Professional Services
  • 5.4.2. Managed Services

6. Regional Analysis

• 6.1. North America
  • 6.1.1. United States
  • 6.1.2. Canada
• 6.2. Europe
  • 6.2.1. UK
  • 6.2.2. Germany
  • 6.2.3. Italy
  • 6.2.4. Spain
  • 6.2.5. France
  • 6.2.6. Rest of Europe
• 6.3. Asia-Pacific
  • 6.3.1. China
  • 6.3.2. India
  • 6.3.3. Japan
  • 6.3.4. South Korea
  • 6.3.5. Rest of Asia-Pacific
• 6.4. Rest of the World

7. Company Profiles

• 7.1. Altexsoft Co.
• 7.2. Amazon Web Services Inc.
• 7.3. Appen Ltd.
• 7.4. AT&T Inc.
• 7.5. Bigml Inc.
• 7.6. Darktrace Holdings Ltd.
• 7.7. Fair Isaac Corp.
• 7.8. Figure Eight Inc.
• 7.9. Google LLC
• 7.10. H2o.Ai Inc
• 7.11. Hewlett Packard Enterprise Co.
• 7.12. IBM Corp.
• 7.13. LogDNA, Inc
• 7.14. Microsoft Corp.
• 7.15. Novantas, Inc.
• 7.16. SAS Institute Inc.
• 7.17. Sift Science Inc.
• 7.18. TAMR Inc.
• 7.19. Yottamine Analytics Inc.

LIST OF TABLES

• 1. GLOBAL MLAAS MARKET RESEARCH AND ANALYSIS BY APPLICATION,2020-2027 ($ MILLION)
• 2. GLOBAL MLAAS FOR ADVERTISING AND MARKETING MARKET RESEARCH AND ANALYSIS BY REGION, 2020-2027($ MILLION)
• 3. GLOBAL MLAAS FOR NATURAL LANGUAGE PROCESSING MARKET RESEARCH AND ANALYSIS BY REGION, 2020-2027($ MILLION)
• 4. GLOBAL MLAAS FOR AUTOMATED NETWORK MANAGEMENT MARKET RESEARCH AND ANALYSIS BY REGION, 2020-2027 ($ MILLION)
• 5. GLOBAL MLAAS FOR USER BEHAVIOUR ANALYTICS MARKET RESEARCH AND ANALYSIS BY REGION, 2020-2027 ($ MILLION)
• 6. GLOBAL MLAAS FOR OTHERS (RISK DETECTION AND ANALYSIS, PREDICTIVE MAINTENANCE) MARKET RESEARCH AND ANALYSIS BY REGION, 2020-2027 ($ MILLION)
• 7. GLOBAL MLAAS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2020-2027 ($ MILLION)
• 8. GLOBAL MLAAS SOFTWARE TOOLS MARKET RESEARCH AND ANALYSIS BY REGION 2020-2027($ MILLION)
• 9. GLOBAL MLAAS FOR CLOUD AND WEB-BASED APPLICATION PROGRAMMING INTERFACE MARKET RESEARCH AND ANALYSIS BY REGION, 2020-2027($ MILLION)
• 10. GLOBAL MLAAS MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2020-2027 ($ MILLION)
• 11. GLOBAL MLAAS FOR EDUCATION MARKET RESEARCH AND ANALYSIS BY REGION 2020-2027 ($ MILLION)
• 12. GLOBAL MLAAS FOR BANKING AND FINANCIAL SERVICES MARKET RESEARCH AND ANALYSIS BY REGION 2020-2027 ($ MILLION)
• 13. GLOBAL MLAAS FOR DEFENCE MARKET RESEARCH AND ANALYSIS BY REGION 2020-2027 ($ MILLION)
• 14. GLOBAL MLAAS FOR OTHERS (GOVERNMENT, HEALTHCARE AND LIFE SCIENCES, INFORMATION TECHNOLOGY, MEDIA AND ENTERTAINMENT) MARKET RESEARCH AND ANALYSIS BY REGION 2020-2027 ($ MILLION)
• 15. GLOBAL MLAAS MARKET RESEARCH AND ANALYSIS BY SERVICES, 2020-2027 ($ MILLION)
• 16. GLOBAL MLAAS PROFESSIONAL SERVICES RESEARCH AND ANALYSIS BY REGION 2020-2027 ($ MILLION)
• 17. GLOBAL MLAAS MANAGED SERVICES RESEARCH AND ANALYSIS BY REGION 2020-2027 ($ MILLION)
• 18. GLOBAL MLAAS MARKET RESEARCH AND ANALYSIS BY GEOGRAPHY, 2020-2027 ($ MILLION)
• 19. NORTH AMERICAN MLAAS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2020-2027 ($ MILLION)
• 20. NORTH AMERICAN MLAAS MARKET RESEARCH AND ANALYSIS BY APPLICATION,2020-2027 ($ MILLION)
• 21. NORTH AMERICAN MLAAS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT,2020-2027 ($ MILLION)
• 22. NORTH AMERICAN MLAAS MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2020-2027 ($ MILLION)
• 23. NORTH AMERICAN MLAAS MARKET RESEARCH AND ANALYSIS BY SERVICES, 2020-2027 ($ MILLION)
• 24. EUROPEAN MLAAS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2020-2027 ($ MILLION)
• 25. EUROPEAN MLAAS MARKET RESEARCH AND ANALYSIS BY APPLICATION,2020-2027 ($ MILLION)
• 26. EUROPEAN MLAAS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2020-2027 ($ MILLION)
• 27. EUROPEAN MLAAS MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2020-2027 ($ MILLION)
• 28. EUROPEAN MLAAS MARKET RESEARCH AND ANALYSIS BY SERVICES, 2020-2027 ($ MILLION)
• 29. ASIA-PACIFIC MLAAS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2020-2027 ($ MILLION)
• 30. ASIA-PACIFIC MLAAS MARKET RESEARCH AND ANALYSIS BY APPLICATION,2020-2027 ($ MILLION)
• 31. ASIA-PACIFIC MLAAS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2020-2027 ($ MILLION)
• 32. ASIA-PACIFIC MLAAS MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2020-2027 ($ MILLION)
• 33. ASIA-PACIFIC MLAAS MARKET RESEARCH AND ANALYSIS BY SERVICES, 2020-2027 ($ MILLION)
• 34. REST OF THE WORLD MLAAS MARKET RESEARCH AND ANALYSIS BY COUNTRY, 2020-2027 ($ MILLION)
• 35. REST OF THE WORLD MLAAS MARKET RESEARCH AND ANALYSIS BY APPLICATION,2020-2027 ($ MILLION)
• 36. REST OF THE WORLD MLAAS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2020-2027 ($ MILLION)
• 37. REST OF THE WORLD MLAAS MARKET RESEARCH AND ANALYSIS BY VERTICAL, 2020-2027 ($ MILLION)
• 38. REST OF THE WORLD MLAAS MARKET RESEARCH AND ANALYSIS BY SERVICES, 2020-2027 ($ MILLION)

LIST OF FIGURES

1. IMPACT OF COVID-19 ON GLOBAL MLAAS MARKET, 2020-2027 (% MILLION)

2. IMPACT OF COVID-19 ON GLOBAL MLAAS MARKET BY SEGMENT, 2020-2027 (% MILLION)

• 3. RECOVERY OF GLOBAL MLAAS MARKET, 2020-2027 (%)
• 4. GLOBAL MLAAS MARKET SHARE BY APPLICATION, 2020 VS 2027 (%)
• 5. GLOBAL MLAAS MARKET SHARE BY DEPLOYMENT, 2020 VS 2027 (%)
• 6. GLOBAL MLAAS MARKET SHARE BY VERTICAL, 2020 VS 2027 (%)
• 7. GLOBAL MLAAS MARKET SHARE BY SERVICES, 2020 VS 2027 (%)
• 8. GLOBAL MLAAS MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 9. GLOBAL ADVERTISING AND MARKETING MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 10. GLOBAL NATURAL LANGUAGE PROCESSING MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 11. GLOBAL AUTOMATED NETWORK MANAGEMENT MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 12. GLOBAL USER BEHAVIOUR ANALYTICS MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 13. GLOBAL OTHERS MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 14. GLOBAL SOFTWARE TOOLS MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 15. GLOBAL CLOUD AND WEB-BASED APPLICATION PROGRAMMING INTERFACE MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 16. GLOBAL EDUCATION MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 17. GLOBAL BANKING AND FINANCIAL SERVICES MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 18. GLOBAL DEFENCE MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 19. GLOBAL OTHERS (GOVERNMENT, HEALTHCARE AND LIFE SCIENCES, INFORMATION TECHNOLOGY, MEDIA AND ENTERTAINMENT) MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 20. GLOBAL PROFESSIONAL SERVICES MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 21. GLOBAL MANAGED SERVICES MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 22. GLOBAL MLAAS MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
• 23. US MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 24. CANADA MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 25. UK MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 26. FRANCE MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 27. GERMANY MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 28. ITALY MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 29. SPAIN MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 30. REST OF EUROPE MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 31. INDIA MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 32. CHINA MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 33. JAPAN MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 34. SOUTH KOREA MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 35. REST OF ASIA-PACIFIC MLAAS MARKET SIZE, 2020-2027($ MILLION)
• 36. REST OF THE WORLD MLAAS MARKET SIZE, 2020-2027($ MILLION)