表紙
市場調查報告書
商品編碼
1025427

MLaaS(作為服務的機器學習)市場:2021∼2027年

Machine Learning as a Service (MLaaS) Market 2021-2027

出版日期: | 出版商: Orion Market Research Pvt Ltd | 英文 | 商品交期: 2-3個工作天內

價格
  • 全貌
  • 簡介
  • 目錄
簡介

MLaaS的市場規模在預測期間內預計將以40.5%大幅度的年複合成長率擴大。企業擴大採用機器學習來實現快速決策將成為市場增長的關鍵驅動力。隨著數據科學和人工智能的進步,機器學習性能迅速提升。公司現在認識到這項技術的潛力,因此,預計採用率將在預測期內上升。然而,與機器學習相關的政府和合規問題將阻礙市場的增長。

由於所有主要經濟體的封鎖舉措,COVID-19 疫情增加了對在線購物和視頻流的需求,因此全球 MLaaS 市場預計將增長。因此,企業正在利用雲端自動化來改進其在雲端平台上的電子商務網站,以增加其在線業務並最大限度地減少 COVID-19 對生產力的影響。

本報告提供MLaaS(作為服務的機器學習)市場相關調查,提供市場概要,以及各用途,部署安裝,各業界,各類服務,各地區的趨勢,及加入此市場的主要企業簡介等資訊。

目錄

第1章 報告概要

第2章 市場概要與洞察

  • 調查範圍
  • 分析師的洞察和目前市場趨勢
  • 規則

第3章 競爭情形

  • 主要企業分析
    • 概要
    • 財務分析
    • SWOT分析
    • 最近的趨勢
  • 重要的策略分析
  • COVID-19對主要參與者的影響

第4章 市場決策要素

  • 成長要素
  • 阻礙因素
  • 市場機會

第5章 市場細分化

  • 全球MLaaS市場,各用途
    • 廣告與行銷
    • 自然語言處理
    • 自動網路管理
    • 用戶行為分析
    • 其他(風險的檢測與分析,預知保全)
  • 全球MLaaS市場,各部署安裝
    • 軟體工具
    • 雲端及Web為基礎的應用編程接口
  • 全球MLaaS市場,各業界
    • 教育
    • 銀行及金融服務
    • 防衛
    • 其他(政府,醫療保健及生命科學,資訊技術,媒體及娛樂)
  • 全球MLaaS市場,各類服務
    • 專業服務
    • 管理服務

第6章 地區分析

  • 北美
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 德國
    • 義大利
    • 西班牙
    • 法國
    • 其他
  • 亞太地區
    • 中國
    • 印度
    • 日本
    • 韓國
    • 其他
  • 其他地區

第7章 企業簡介

  • 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.
目錄
Product Code: OMR2023859

Full-title: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 MLaaS market is anticipated to grow at a substantial CAGR of 40.5% during the forecast period. The growing adoption of machine learning by enterprises to enable quick decision-making g will be the key driver for market growth. Machine learning performance has accelerated rapidly as data science and artificial intelligence have advanced. Companies are now recognizing the potential of this technology, and as a result, the rate of adoption is expected to rise over the forecast period. However, government and compliance issues associated with machine learning will be hindering the growth of the market.

The global MLaaS market will be witnessing the increased growth in the COVID-19 pandemic, owing to the demand for online shopping and video streaming is increasing as a result of lockdown initiatives in all major economies. Therefore, organizations use cloud automation and increase their online presence by improving e-commerce websites on cloud platforms to minimize the impacts of COVID-19 on productivity.

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, defence, and others (Government, Healthcare and life sciences, Information Technology, Media and entertainment). And based on services the market classified is as follows professional services, managed services. The cloud and web-based application programming interface segment are expected to have a significant market share due to increased digitalization and government initiatives, mainly in developing nations, to incorporate cloud services.

Geographically market is segmented into North America, Europe, Asia Pacific, and the Rest of the World. North America is expected to make a contribution towards the largest market share and to grow at the highest rate. The region has been the most aggressive in implementing machine learning. Moreover, this region has been extremely quick to adopt the most recent technological advancements, such as big data within Machine Learning Services and cloud integration technologies.

Research Methodology

The market study of the global MLaaS market is incorporated by extensive primary and secondary research conducted by the research team at OMR.  Secondary research has been conducted to refine the available data to break down the market into various segments, derive total market size, market forecast, and growth rate. Different approaches have been worked on to derive the market value and market growth rate. Our team collects facts and data related to the market from different geography to provide a better regional outlook. In the report, the country-level analysis is provided by analyzing various regional players, regional tax laws and policies, consumer behavior, and macro-economic factors. Numbers extracted from secondary research have been authenticated by conducting proper primary research. It includes tracking down key people from the industry and interviewing them to validate the data. This enables our analyst to derive the closest possible figures without any major deviations in the actual number. Our analysts try to contact as many executives, managers, key opinion leaders, and industry experts. Primary research brings authenticity to our reports.

Secondary Sources Include

  • Financial reports of companies involved in the market.
  • Whitepapers, research papers, and news blogs.
  • Company websites and their product catalog.

The report provides an in-depth analysis of market size, intended quality of the service preferred by consumers. The report will serve as a source for a 360-degree analysis of the market thoroughly integrating different models.

Market Segmentation

  • Global MLaaS Market Research and Analysis by Application
  • Global MLaaS Market Research and Analysis by Deployment
  • Global MLaaS Market Research and Analysis by Vertical
  • Global MLaaS Research and Analysis by Services

The Report Covers

  • Comprehensive research methodology of the global MLaaS market.
  • This report also includes a detailed and extensive market overview with key analyst insights.
  • An exhaustive analysis of macro and micro factors influencing the market guided by key recommendations.
  • Analysis of regional regulations and other government policies impacting the global MLaaS market.
  • Insights about market determinants that are stimulating the global MLaaS market.
  • Detailed and extensive market segments with the regional distribution of forecasted revenues.
  • Extensive profiles and recent developments of market players.

Table of Contents

1. Report Summary

  • Current Industry Analysis and Growth Potential Outlook
  • Impact of COVID-19 on the Global MLaaSIndustry
  • Recovery Scenario of Global MLaaSIndustry
  • 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 MLaaSmarketbyApplication
    • 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 MLaaSmarketby 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. GLOBALMLAASFOR ADVERTISING AND MARKETING MARKET RESEARCH AND ANALYSIS BY REGION, 2020-2027($ MILLION)
  • 3. GLOBAL MLAASFOR NATURAL LANGUAGE PROCESSING MARKET RESEARCH AND ANALYSIS BY REGION, 2020-2027($ MILLION)
  • 4. GLOBALMLAASFOR AUTOMATED NETWORK MANAGEMENT MARKET RESEARCH AND ANALYSIS BY REGION, 2020-2027 ($ MILLION)
  • 5. GLOBAL MLAASFOR 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. GLOBALMLAAS MARKET RESEARCH AND ANALYSIS BY DEPLOYMENT, 2020-2027 ($ MILLION)
  • 8. GLOBALMLAASSOFTWARE TOOLS MARKET RESEARCH AND ANALYSIS BY REGION2020-2027($ MILLION)
  • 9. GLOBALMLAAS FORCLOUD 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 SERVICESRESEARCH AND ANALYSIS BY REGION 2020-2027 ($ MILLION)
  • 17. GLOBAL MLAAS MANAGED SERVICESRESEARCH AND ANALYSIS BY REGION 2020-2027 ($ MILLION)
  • 18. GLOBALMLAAS 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 MARKETSHARE BY APPLICATION, 2020 VS 2027 (%)
  • 5. GLOBAL MLAAS MARKETSHARE 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 MARKETSHARE 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. GLOBALSOFTWARE TOOLS MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
  • 15. GLOBALCLOUD 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. GLOBALMLAAS MARKET SHARE BY GEOGRAPHY, 2020 VS 2027 (%)
  • 23. US MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 24. CANADA MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 25. UK MLAAS MARKET SIZE, 2020-2027($ MILLION)
  • 26. FRANCE MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 27. GERMANY MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 28. ITALY MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 29. SPAIN MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 30. REST OF EUROPE MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 31. INDIA MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 32. CHINA MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 33. JAPAN MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 34. SOUTH KOREA MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 35. REST OF ASIA-PACIFIC MLAAS MARKETSIZE, 2020-2027($ MILLION)
  • 36. REST OF THE WORLD MLAAS MARKETSIZE, 2020-2027($ MILLION)