市場調査レポート

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機械学習の世界市場：考察と予測 (2028年まで)

Global Machine Learning Market Insights and Forecast to 2028

出版日: 2022年11月11日 | 発行: QYResearch

| ページ情報: 英文 157 Pages | 納期: 2～3営業日

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全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

COVID-19のパンデミックとロシア・ウクライナ戦争の影響により、世界の機械学習の市場規模は、2022年に210億3,550万米ドル、2028年までに1,406億2,179万米ドルの修正規模に達し、予測期間中 (2022年～2028年) に37.25%のCAGRで成長すると予測されています。

北米の機械学習市場は、2022年の77億5,693万米ドルから、2028年には464億6,373万米ドルに達し、予測期間中 (2022年～2028年) に34.58%のCAGRで成長する、と予測されています。

アジア太平洋の機械学習市場は、2022年の62億3,661万米ドルから、2028年には456億6,813万米ドルに達し、予測期間中 (2022年～2028年) に39.34%のCAGRで成長する、と予測されています。

欧州の機械学習市場は、2022年の51億4,641万米ドルから、2028年には359億459万米ドルに達し、予測期間中 (2022年～2028年) に38.64%のCAGRで成長する、と予測されています。

当レポートでは、世界の機械学習 (ML) の市場について分析し、種類別・用途別・地域別 (国別) の市場動向の見通し (2017年～2028年)、主要企業のプロファイルなどについて調査しております。

調査範囲
種類別の市場分析
- 市場規模・成長率：種類別 (2017年・2021年・2028年)
- 教師あり学習
- 半教師あり学習
- 教師なし学習
- 強化学習
用途別の市場
- 市場シェア：用途別 (2017年・2021年・2028年)
- マーケティング・広告
- 不正検出・リスク管理
- コンピュータビジョン
- セキュリティ・監視
- 予測分析
- 拡張現実・仮想現実 (AR/VR)
- その他
分析対象
分析期間

第2章世界の成長動向

世界の機械学習市場の展望 (2017年～2028年)
機械学習の成長動向：地域別
機械学習の市場力学

第3章主要企業別の競合情勢

主要機械学習企業の収益
市場シェア：企業の種類別 (ティア1、ティア2、ティア3)
分析対象企業：機械学習の収益別のランキング
世界の機械学習市場の集中度
機械学習の主要企業：本社・提供エリア
機械学習の主要企業：製品・ソリューション・サービス
機械学習市場への参入時期
企業合併・買収 (M&A)、拡張計画

第4章機械学習：種類別の内訳データ

過去の市場規模：種類別 (2017年～2022年)
市場規模の予測：種類別 (2023年～2028年)

第5章機械学習：用途別の内訳データ

過去の市場規模：用途別 (2017年～2022年)
市場規模の予測：用途別 (2023年～2028年)

第6章北米

北米の機械学習の市場規模 (2017年～2028年)
機械学習の市場規模：種類別
機械学習の市場規模：用途別
機械学習の市場規模：国別
- 米国
- カナダ

第7章欧州

欧州の機械学習の市場規模 (2017年～2028年)
機械学習の市場規模：種類別
機械学習の市場規模：用途別
機械学習の市場規模：国別
- ドイツ
- フランス
- 英国
- イタリア
- ロシア

第8章アジア太平洋

アジア太平洋の機械学習の市場規模 (2017年～2028年)
機械学習の市場規模：種類別
機械学習の市場規模：用途別
機械学習の市場規模：国別
- 中国
- 日本
- 韓国
- 東南アジア
- インド
- オーストラリア

第9章ラテンアメリカ

ラテンアメリカの機械学習の市場規模 (2017年～2028年)
機械学習の市場規模：種類別
機械学習の市場規模：用途別
機械学習の市場規模：国別
- メキシコ
- ブラジル

第10章中東・アフリカ

中東・アフリカの機械学習の市場規模 (2017年～2028年)
機械学習の市場規模：種類別
機械学習の市場規模：用途別
機械学習の市場規模：国別
- サウジアラビア
- アラブ首長国連邦
- エジプト
- 南アフリカ

第11章主要企業のプロファイル

IBM
Dell Technologies
Hewlett Packard Enterprise Development LP
Oracle Corporation
Google Inc.
SAP SE
SAS Institute Inc.
Fair Isaac Corporation
Baidu, Inc.
Intel Corporation
Amazon Web Services, Inc.
Microsoft Corporation
Yottamine Analytics
H2o.AI
Databricks
BigML, Inc.
Dataiku
Veritone

第12章アナリストの見解/結論

第13章付録

図表

LIST OF TABLES

Table 1. Global Machine Learning Market Size Growth Rate by Type (US$ Million): 2017 VS 2022 VS 2028
Table 2. Key Players of Supervised Learning
Table 3. Key Players of Semi-supervised Learning
Table 4. Key Players of Unsupervised Learning
Table 5. Key Players of Reinforcement Learning
Table 6. Global Machine Learning Market Size Growth by Application (US$ Million): 2017 VS 2022 VS 2028
Table 7. Global Machine Learning Market Size by Region (US$ Million): 2017 VS 2022 VS 2028
Table 8. Global Machine Learning Market Size by Region (2017-2022) & (US$ Million)
Table 9. Global Machine Learning Market Share by Region (2017-2022)
Table 10. Global Machine Learning Forecasted Market Size by Region (2023-2028) & (US$ Million)
Table 11. Global Machine Learning Market Share by Region (2023-2028)
Table 12. Machine Learning Market Trends
Table 13. Machine Learning Market Drivers
Table 14. Machine Learning Market Challenges
Table 15. Machine Learning Market Restraints
Table 16. Global Machine Learning Revenue by Players (2017-2022) & (US$ Million)
Table 17. Global Machine Learning Market Share by Players (2017-2022)
Table 18. Global Top Machine Learning Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning as of 2021)
Table 19. Ranking of Global Top Machine Learning Companies by Revenue (US$ Million) in 2021
Table 20. Global 5 Largest Players Market Share by Machine Learning Revenue (CR5 and HHI) & (2017-2022)
Table 21. Key Players Headquarters and Area Served
Table 22. Key Players Machine Learning Product Solution and Service
Table 23. Date of Enter into Machine Learning Market
Table 24. Mergers & Acquisitions, Expansion Plans
Table 25. Global Machine Learning Market Size by Type (2017-2022) & (US$ Million)
Table 26. Global Machine Learning Revenue Market Share by Type (2017-2022)
Table 27. Global Machine Learning Forecasted Market Size by Type (2023-2028) & (US$ Million)
Table 28. Global Machine Learning Revenue Market Share by Type (2023-2028)
Table 29. Global Machine Learning Market Size by Application (2017-2022) & (US$ Million)
Table 30. Global Machine Learning Revenue Market Share by Application (2017-2022)
Table 31. Global Machine Learning Forecasted Market Size by Application (2023-2028) & (US$ Million)
Table 32. Global Machine Learning Revenue Market Share by Application (2023-2028)
Table 33. North America Machine Learning Market Size by Type (2017-2022) & (US$ Million)
Table 34. North America Machine Learning Market Size by Type (2023-2028) & (US$ Million)
Table 35. North America Machine Learning Market Size by Application (2017-2022) & (US$ Million)
Table 36. North America Machine Learning Market Size by Application (2023-2028) & (US$ Million)
Table 37. North America Machine Learning Market Size by Country (2017-2022) & (US$ Million)
Table 38. North America Machine Learning Market Size by Country (2023-2028) & (US$ Million)
Table 39. Europe Machine Learning Market Size by Type (2017-2022) & (US$ Million)
Table 40. Europe Machine Learning Market Size by Type (2023-2028) & (US$ Million)
Table 41. Europe Machine Learning Market Size by Application (2017-2022) & (US$ Million)
Table 42. Europe Machine Learning Market Size by Application (2023-2028) & (US$ Million)
Table 43. Europe Machine Learning Market Size by Country (2017-2022) & (US$ Million)
Table 44. Europe Machine Learning Market Size by Country (2023-2028) & (US$ Million)
Table 45. Asia-Pacific Machine Learning Market Size by Type (2017-2022) & (US$ Million)
Table 46. Asia-Pacific Machine Learning Market Size by Type (2023-2028) & (US$ Million)
Table 47. Asia-Pacific Machine Learning Market Size by Application (2017-2022) & (US$ Million)
Table 48. Asia-Pacific Machine Learning Market Size by Application (2023-2028) & (US$ Million)
Table 49. Asia-Pacific Machine Learning Market Size by Region (2017-2022) & (US$ Million)
Table 50. Asia-Pacific Machine Learning Market Size by Region (2023-2028) & (US$ Million)
Table 51. Latin America Machine Learning Market Size by Type (2017-2022) & (US$ Million)
Table 52. Latin America Machine Learning Market Size by Type (2023-2028) & (US$ Million)
Table 53. Latin America Machine Learning Market Size by Application (2017-2022) & (US$ Million)
Table 54. Latin America Machine Learning Market Size by Application (2023-2028) & (US$ Million)
Table 55. Latin America Machine Learning Market Size by Country (2017-2022) & (US$ Million)
Table 56. Latin America Machine Learning Market Size by Country (2023-2028) & (US$ Million)
Table 57. Middle East & Africa Machine Learning Market Size by Type (2017-2022) & (US$ Million)
Table 58. Middle East & Africa Machine Learning Market Size by Type (2023-2028) & (US$ Million)
Table 59. Middle East & Africa Machine Learning Market Size by Application (2017-2022) & (US$ Million)
Table 60. Middle East & Africa Machine Learning Market Size by Application (2023-2028) & (US$ Million)
Table 61. Middle East & Africa Machine Learning Market Size by Country (2017-2022) & (US$ Million)
Table 62. Middle East & Africa Machine Learning Market Size by Country (2023-2028) & (US$ Million)
Table 63. IBM Company Details
Table 64. IBM Business Overview
Table 65. IBM Machine Learning Product
Table 66. IBM Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 67. IBM Recent Development
Table 68. Dell Technologies Company Details
Table 69. Dell Technologies Business Overview
Table 70. Dell Technologies Machine Learning Product
Table 71. Dell Technologies Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 72. Dell Technologies Recent Development
Table 73. Hewlett Packard Enterprise Development LP Company Details
Table 74. Hewlett Packard Enterprise Development LP Business Overview
Table 75. Hewlett Packard Enterprise Development LP Machine Learning Product
Table 76. Hewlett Packard Enterprise Development LP Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 77. Hewlett Packard Enterprise Development LP Recent Development
Table 78. Oracle Corporation Company Details
Table 79. Oracle Corporation Business Overview
Table 80. Oracle Corporation Machine Learning Product
Table 81. Oracle Corporation Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 82. Oracle Corporation Recent Development
Table 83. Google Inc. Company Details
Table 84. Google Inc. Business Overview
Table 85. Google Inc. Machine Learning Product
Table 86. Google Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 87. Google Inc. Recent Development
Table 88. SAP SE Company Details
Table 89. SAP SE Business Overview
Table 90. SAP SE Machine Learning Product
Table 91. SAP SE Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 92. SAP SE Recent Development
Table 93. SAS Institute Inc. Company Details
Table 94. SAS Institute Inc. Business Overview
Table 95. SAS Institute Inc. Machine Learning Product
Table 96. SAS Institute Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 97. SAS Institute Inc. Recent Development
Table 98. Fair Isaac Corporation Company Details
Table 99. Fair Isaac Corporation Business Overview
Table 100. Fair Isaac Corporation Machine Learning Product
Table 101. Fair Isaac Corporation Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 102. Fair Isaac Corporation Recent Development
Table 103. Baidu, Inc. Company Details
Table 104. Baidu, Inc. Business Overview
Table 105. Baidu, Inc. Machine Learning Product
Table 106. Baidu, Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 107. Baidu, Inc. Recent Development
Table 108. Intel Corporation Company Details
Table 109. Intel Corporation Business Overview
Table 110. Intel Corporation Machine Learning Product
Table 111. Intel Corporation Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 112. Intel Corporation Recent Development
Table 113. Amazon Web Services, Inc. Company Details
Table 114. Amazon Web Services, Inc. Business Overview
Table 115. Amazon Web Services, Inc. Machine Learning Product
Table 116. Amazon Web Services, Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 117. Amazon Web Services, Inc. Recent Development
Table 118. Microsoft Corporation Company Details
Table 119. Microsoft Corporation Business Overview
Table 120. Microsoft Corporation Machine Learning Product
Table 121. Microsoft Corporation Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 122. Microsoft Corporation Recent Development
Table 123. Yottamine Analytics Company Details
Table 124. Yottamine Analytics Business Overview
Table 125. Yottamine Analytics Machine Learning Product
Table 126. Yottamine Analytics Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 127. Yottamine Analytics Recent Development
Table 128. H2o.AI Company Details
Table 129. H2o.AI Business Overview
Table 130. H2o.AI Machine Learning Product
Table 131. H2o.AI Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 132. H2o.AI Recent Development
Table 133. Databricks Company Details
Table 134. Databricks Business Overview
Table 135. Databricks Machine Learning Product
Table 136. Databricks Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 137. Databricks Recent Development
Table 138. BigML, Inc. Company Details
Table 139. BigML, Inc. Business Overview
Table 140. BigML, Inc. Machine Learning Product
Table 141. BigML, Inc. Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 142. BigML, Inc. Recent Development
Table 143. Dataiku Company Details
Table 144. Dataiku Business Overview
Table 145. Dataiku Machine Learning Product
Table 146. Dataiku Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 147. Dataiku Recent Development
Table 148. Veritone Company Details
Table 149. Veritone Business Overview
Table 150. Veritone Machine Learning Product
Table 151. Veritone Revenue in Machine Learning Business (2017-2022) & (US$ Million)
Table 152. Veritone Recent Development
Table 153. Research Programs/Design for This Report
Table 154. Key Data Information from Secondary Sources
Table 155. Key Data Information from Primary Sources

List of Figures

Figure 1. Global Machine Learning Market Size Growth Rate by Type, 2017 VS 2021 VS 2028 (US$ Million)
Figure 2. Global Machine Learning Market Share by Type: 2021 VS 2028
Figure 3. Supervised Learning Features
Figure 4. Semi-supervised Learning Features
Figure 5. Unsupervised Learning Features
Figure 6. Reinforcement Learning Features
Figure 7. Global Machine Learning Market Size Growth Rate by Application, 2017 VS 2021 VS 2028 (US$ Million)
Figure 8. Global Machine Learning Market Share by Application: 2021 VS 2028
Figure 9. Marketing and Advertising Case Studies
Figure 10. Fraud Detection and Risk Management Case Studies
Figure 11. Computer Vision Case Studies
Figure 12. Security and Surveillance Case Studies
Figure 13. Predictive Analytics Case Studies
Figure 14. Augmented and Virtual Reality Case Studies
Figure 15. Others Case Studies
Figure 16. Machine Learning Report Years Considered
Figure 17. Global Machine Learning Market Size (US$ Million), Year-over-Year: 2017-2028
Figure 18. Global Machine Learning Market Size, (US$ Million), 2017 VS 2021 VS 2028
Figure 19. Global Machine Learning Market Share by Region: 2021 VS 2028
Figure 20. Global Machine Learning Market Share by Players in 2021
Figure 21. Global Top Machine Learning Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning as of 2021)
Figure 22. The Top 10 and 5 Players Market Share by Machine Learning Revenue in 2021
Figure 23. North America Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 24. North America Machine Learning Market Share by Type (2017-2028)
Figure 25. North America Machine Learning Market Share by Application (2017-2028)
Figure 26. North America Machine Learning Market Share by Country (2017-2028)
Figure 27. United States Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 28. Canada Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 29. Europe Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 30. Europe Machine Learning Market Share by Type (2017-2028)
Figure 31. Europe Machine Learning Market Share by Application (2017-2028)
Figure 32. Europe Machine Learning Market Share by Country (2017-2028)
Figure 33. Germany Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 34. France Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 35. U.K. Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 36. Italy Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 37. Russia Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 38. Asia-Pacific Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 39. Asia-Pacific Machine Learning Market Share by Type (2017-2028)
Figure 40. Asia-Pacific Machine Learning Market Share by Application (2017-2028)
Figure 41. Asia-Pacific Machine Learning Market Share by Region (2017-2028)
Figure 42. China Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 43. Japan Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 44. South Korea Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 45. Southeast Asia Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 46. India Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 47. Australia Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 48. Latin America Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 49. Latin America Machine Learning Market Share by Type (2017-2028)
Figure 50. Latin America Machine Learning Market Share by Application (2017-2028)
Figure 51. Latin America Machine Learning Market Share by Country (2017-2028)
Figure 52. Mexico Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 53. Brazil Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 54. Middle East & Africa Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 55. Middle East & Africa Machine Learning Market Share by Type (2017-2028)
Figure 56. Middle East & Africa Machine Learning Market Share by Application (2017-2028)
Figure 57. Middle East & Africa Machine Learning Market Share by Country (2017-2028)
Figure 58. Saudi Arabia Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 59. UAE Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 60. Egypt Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 61. South Africa Machine Learning Market Size YoY Growth (2017-2028) & (US$ Million)
Figure 62. IBM Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 63. Dell Technologies Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 64. Hewlett Packard Enterprise Development LP Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 65. Oracle Corporation Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 66. Google Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 67. SAP SE Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 68. SAS Institute Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 69. Fair Isaac Corporation Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 70. Baidu, Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 71. Intel Corporation Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 72. Amazon Web Services, Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 73. Microsoft Corporation Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 74. Yottamine Analytics Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 75. H2o.AI Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 76. Databricks Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 77. BigML, Inc. Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 78. Dataiku Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 79. Veritone Revenue Growth Rate in Machine Learning Business (2017-2022)
Figure 80. Bottom-up and Top-down Approaches for This Report
Figure 81. Data Triangulation
Figure 82. Key Executives Interviewed 135

Market Analysis and Insights:

Due to the COVID-19 pandemic and Russia-Ukraine War Influence, the global market for Machine Learning estimated at US$ 21,035.50 million in the year 2022, is projected to reach a revised size of US$ 140,621.79 million by 2028, growing at a CAGR of 37.25% during the forecast period 2022-2028.

The North America market for Machine Learning is estimated to increase from $ 7,756.93 million in 2022 to reach $ 46,463.73 million by 2028, at a CAGR of 34.58% during the forecast period of 2022 through 2028.

The Asia-Pacific market for Machine Learning is estimated to increase from $ 6,236.61 million in 2022 to reach $ 45,668.13 million by 2028, at a CAGR of 39.34% during the forecast period of 2022 through 2028.

The Europe market for Machine Learning is estimated to increase from $ 5,146.41 million in 2022 to reach $ 35,904.59 million by 2028, at a CAGR of 38.64% during the forecast period of 2022 through 2028.

The global key companies of Machine Learning include IBM, Dell, HPE, Oracle, Google, etc. In 2021, the global top five players had a share approximately 31.34% in terms of revenue.

Report Includes:

This report presents an overview of global market for Machine Learning market size. Analyses of the global market trends, with historic market revenue data for 2017 - 2021, estimates for 2022, and projections of CAGR through 2028.

This report researches the key producers of Machine Learning, also provides the revenue of main regions and countries. Highlights of the upcoming market potential for Machine Learning, and key regions/countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.

This report focuses on the Machine Learning revenue, market share and industry ranking of main companies, data from 2017 to 2022. Identification of the major stakeholders in the global Machine Learning market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.

This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2017 to 2028. Evaluation and forecast the market size for Machine Learning revenue, projected growth trends, production technology, application and end-user industry.

Descriptive company profiles of the major global players, including IBM, Microsoft Corporation, SAP SE, Intel Corporation, SAS Institute Inc., Amazon Web Services, Inc., BigML, Inc., Google Inc., and Fair Isaac Corporation, etc.

By Company

IBM
Dell
HPE
Oracle
Google
SAP
SAS Institute
Fair Isaac Corporation (FICO)
Baidu
Intel
Amazon Web Services
Microsoft
Yottamine Analytics
H2O.ai
Databricks
BigML
Dataiku
Veritone

Segment by Type

Supervised Learning
Semi-supervised Learning
Unsupervised Learning
Reinforcement Learning

Segment by Application

Marketing and Advertising
Fraud Detection and Risk Management
Computer Vision
Security and Surveillance
Predictive Analytics
Augmented and Virtual Reality
Others

By Region

North America
- United States
- Canada

Asia-Pacific
- China
- Japan
- South Korea
- Southeast Asia
- India
- Australia
- Rest of Asia

Europe
- Germany
- France
- U.K.
- Italy
- Russia
- Rest of Europe

Latin America
- Mexico
- Brazil
- Rest of Latin America

Middle East & Africa
- Saudi Arabia
- UAE
- Egypt
- South Africa
- Rest of MEA

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.

Chapter 2: Revenue of Machine Learning in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world. This section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.

Chapter 3: Detailed analysis of Machine Learning companies competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.

Chapter 4: Provides the analysis of various market segments by Type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 5: Provides the analysis of various market segments by Application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 6: North America by Type, by Application and by country, revenue for each segment.

Chapter 7: Europe by Type, by Application and by country, revenue for each segment.

Chapter 8: Asia Pacific by Type, by Application and by region, revenue for each segment.

Chapter 9: Latin America by Type, by Application and by country, revenue for each segment.

Chapter 10: Middle East and Africa by Type, by Application and by country, revenue for each segment.

Chapter 11: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Machine Learningrevenue, gross margin, and recent development, etc.

Chapter 12: Analyst's Viewpoints/Conclusions

1 Report Overview

1.1 Study Scope
1.2 Market Analysis by Type
- 1.2.1 Global Machine Learning Market Size Growth Rate by Type: 2017 VS 2022 VS 2028
- 1.2.2 Supervised Learning
- 1.2.3 Semi-supervised Learning
- 1.2.4 Unsupervised Learning
- 1.2.5 Reinforcement Learning
1.3 Market by Application
- 1.3.1 Global Machine Learning Market Share by Application: 2017 VS 2022 VS 2028
- 1.3.2 Marketing and Advertising
- 1.3.3 Fraud Detection and Risk Management
- 1.3.4 Computer Vision
- 1.3.5 Security and Surveillance
- 1.3.6 Predictive Analytics
- 1.3.7 Augmented and Virtual Reality
- 1.3.8 Others
1.4 Study Objectives
1.5 Years Considered

2 Global Growth Trends

2.1 Global Machine Learning Market Perspective (2017-2028)
2.2 Machine Learning Growth Trends by Region
- 2.2.1 Machine Learning Market Size by Region: 2017 VS 2022 VS 2028
- 2.2.2 Machine Learning Historic Market Size by Region (2017-2022)
- 2.2.3 Machine Learning Forecasted Market Size by Region (2023-2028)
2.3 Machine Learning Market Dynamics
- 2.3.1 Machine Learning Industry Trends
- 2.3.2 Machine Learning Market Drivers
- 2.3.3 Machine Learning Market Challenges
- 2.3.4 Machine Learning Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top Machine Learning Players by Revenue
- 3.1.1 Global Top Machine Learning Players by Revenue (2017-2022)
- 3.1.2 Global Machine Learning Revenue Market Share by Players (2017-2022)
3.2 Global Machine Learning Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Machine Learning Revenue
3.4 Global Machine Learning Market Concentration Ratio
- 3.4.1 Global Machine Learning Market Concentration Ratio (CR5 and HHI)
- 3.4.2 Global Top 10 and Top 5 Companies by Machine Learning Revenue in 2021
3.5 Machine Learning Key Players Head office and Area Served
3.6 Key Players Machine Learning Product Solution and Service
3.7 Date of Enter into Machine Learning Market
3.8 Mergers & Acquisitions, Expansion Plans

4 Machine Learning Breakdown Data by Type

4.1 Global Machine Learning Historic Market Size by Type (2017-2022)
4.2 Global Machine Learning Forecasted Market Size by Type (2023-2028)

5 Machine Learning Breakdown Data by Application

5.1 Global Machine Learning Historic Market Size by Application (2017-2022)
5.2 Global Machine Learning Forecasted Market Size by Application (2023-2028)

6 North America

6.1 North America Machine Learning Market Size (2017-2028)
6.2 North America Machine Learning Market Size by Type
- 6.2.1 North America Machine Learning Market Size by Type (2017-2022)
- 6.2.2 North America Machine Learning Market Size by Type (2023-2028)
- 6.2.3 North America Machine Learning Market Share by Type (2017-2028)
6.3 North America Machine Learning Market Size by Application
- 6.3.1 North America Machine Learning Market Size by Application (2017-2022)
- 6.3.2 North America Machine Learning Market Size by Application (2023-2028)
- 6.3.3 North America Machine Learning Market Share by Application (2017-2028)
6.4 North America Machine Learning Market Size by Country
- 6.4.1 North America Machine Learning Market Size by Country (2017-2022)
- 6.4.2 North America Machine Learning Market Share by Country (2023-2028)
- 6.4.3 United States
- 6.4.4 Canada

7 Europe

7.1 Europe Machine Learning Market Size (2017-2028)
7.2 Europe Machine Learning Market Size by Type
- 7.2.1 Europe Machine Learning Market Size by Type (2017-2022)
- 7.2.2 Europe Machine Learning Market Size by Type (2023-2028)
- 7.2.3 Europe Machine Learning Market Share by Type (2017-2028)
7.3 Europe Machine Learning Market Size by Application
- 7.3.1 Europe Machine Learning Market Size by Application (2017-2022)
- 7.3.2 Europe Machine Learning Market Size by Application (2023-2028)
- 7.3.3 Europe Machine Learning Market Share by Application (2017-2028)
7.4 Europe Machine Learning Market Size by Country
- 7.4.1 Europe Machine Learning Market Size by Country (2017-2022)
- 7.4.2 Europe Machine Learning Market Size by Country (2023-2028)
- 7.4.3 Germany
- 7.4.4 France
- 7.4.5 U.K.
- 7.4.6 Italy
- 7.4.7 Russia

8 Asia-Pacific

8.1 Asia-Pacific Machine Learning Market Size (2017-2028)
8.2 Asia-Pacific Machine Learning Market Size by Type
- 8.2.1 Asia-Pacific Machine Learning Market Size by Type (2017-2022)
- 8.2.2 Asia-Pacific Machine Learning Market Size by Type (2023-2028)
- 8.2.3 Asia-Pacific Machine Learning Market Share by Type (2017-2028)
8.3 Asia-Pacific Machine Learning Market Size by Application
- 8.3.1 Asia-Pacific Machine Learning Market Size by Application (2017-2022)
- 8.3.2 Asia-Pacific Machine Learning Market Size by Application (2023-2028)
- 8.3.3 Asia-Pacific Machine Learning Market Share by Application (2017-2028)
8.4 Asia-Pacific Machine Learning Market Size by Region
- 8.4.1 Asia-Pacific Machine Learning Market Size by Region (2017-2022)
- 8.4.2 Asia-Pacific Machine Learning Market Size by Region (2023-2028)
- 8.4.3 China
- 8.4.4 Japan
- 8.4.5 South Korea
- 8.4.6 Southeast Asia
- 8.4.7 India
- 8.4.8 Australia

9 Latin America

9.1 Latin America Machine Learning Market Size (2017-2028)
9.2 Latin America Machine Learning Market Size by Type
- 9.2.1 Latin America Machine Learning Market Size by Type (2017-2022)
- 9.2.2 Latin America Machine Learning Market Size by Type (2023-2028)
- 9.2.3 Latin America Machine Learning Market Share by Type (2017-2028)
9.3 Latin America Machine Learning Market Size by Application
- 9.3.1 Latin America Machine Learning Market Size by Application (2017-2022)
- 9.3.2 Latin America Machine Learning Market Size by Application (2023-2028)
- 9.3.3 Latin America Machine Learning Market Share by Application (2017-2028)
9.4 Latin America Machine Learning Market Size by Country
- 9.4.1 Latin America Machine Learning Market Size by Country (2017-2022)
- 9.4.2 Latin America Machine Learning Market Size by Country (2023-2028)
- 9.4.3 Mexico
- 9.4.4 Brazil

10 Middle East & Africa

10.1 Middle East & Africa Machine Learning Market Size (2017-2028)
10.2 Middle East & Africa Machine Learning Market Size by Type
- 10.2.1 Middle East & Africa Machine Learning Market Size by Type (2017-2022)
- 10.2.2 Middle East & Africa Machine Learning Market Size by Type (2023-2028)
- 10.2.3 Middle East & Africa Machine Learning Market Share by Type (2017-2028)
10.3 Middle East & Africa Machine Learning Market Size by Application
- 10.3.1 Middle East & Africa Machine Learning Market Size by Application (2017-2022)
- 10.3.2 Middle East & Africa Machine Learning Market Size by Application (2023-2028)
- 10.3.3 Middle East & Africa Machine Learning Market Share by Application (2017-2028)
10.4 Middle East & Africa Machine Learning Market Size by Country
- 10.4.1 Middle East & Africa Machine Learning Market Size by Country (2017-2022)
- 10.4.2 Middle East & Africa Machine Learning Market Size by Country (2023-2028)
- 10.4.3 Saudi Arabia
- 10.4.4 UAE
- 10.4.5 Egypt
- 10.4.6 South Africa

11 Key Players Profiles

11.1 IBM
- 11.1.1 IBM Company Details
- 11.1.2 IBM Business Overview
- 11.1.3 IBM Machine Learning Introduction
- 11.1.4 IBM Revenue in Machine Learning Business (2017-2022)
- 11.1.5 IBM Recent Development
11.2 Dell Technologies
- 11.2.1 Dell Technologies Company Details
- 11.2.2 Dell Technologies Business Overview
- 11.2.3 Dell Technologies Machine Learning Introduction
- 11.2.4 Dell Technologies Revenue in Machine Learning Business (2017-2022)
- 11.2.5 Dell Technologies Recent Development
11.3 Hewlett Packard Enterprise Development LP
- 11.3.1 Hewlett Packard Enterprise Development LP Company Details
- 11.3.2 Hewlett Packard Enterprise Development LP Business Overview
- 11.3.3 Hewlett Packard Enterprise Development LP Machine Learning Introduction
- 11.3.4 Hewlett Packard Enterprise Development LP Revenue in Machine Learning Business (2017-2022)
- 11.3.5 Hewlett Packard Enterprise Development LP Recent Development
11.4 Oracle Corporation
- 11.4.1 Oracle Corporation Company Details
- 11.4.2 Oracle Corporation Business Overview
- 11.4.3 Oracle Corporation Machine Learning Introduction
- 11.4.4 Oracle Corporation Revenue in Machine Learning Business (2017-2022)
- 11.4.5 Oracle Corporation Recent Development
11.5 Google Inc.
- 11.5.1 Google Inc. Company Details
- 11.5.2 Google Inc. Business Overview
- 11.5.3 Google Inc. Machine Learning Introduction
- 11.5.4 Google Inc. Revenue in Machine Learning Business (2017-2022)
- 11.5.5 Google Inc. Recent Development
11.6 SAP SE
- 11.6.1 SAP SE Company Details
- 11.6.2 SAP SE Business Overview
- 11.6.3 SAP SE Machine Learning Introduction
- 11.6.4 SAP SE Revenue in Machine Learning Business (2017-2022)
- 11.6.5 SAP SE Recent Development
11.7 SAS Institute Inc.
- 11.7.1 SAS Institute Inc. Company Details
- 11.7.2 SAS Institute Inc. Business Overview
- 11.7.3 SAS Institute Inc. Machine Learning Introduction
- 11.7.4 SAS Institute Inc. Revenue in Machine Learning Business (2017-2022)
- 11.7.5 SAS Institute Inc. Recent Development
11.8 Fair Isaac Corporation
- 11.8.1 Fair Isaac Corporation Company Details
- 11.8.2 Fair Isaac Corporation Business Overview
- 11.8.3 Fair Isaac Corporation Machine Learning Introduction
- 11.8.4 Fair Isaac Corporation Revenue in Machine Learning Business (2017-2022)
- 11.8.5 Fair Isaac Corporation Recent Development
11.9 Baidu, Inc.
- 11.9.1 Baidu, Inc. Company Details
- 11.9.2 Baidu, Inc. Business Overview
- 11.9.3 Baidu, Inc. Machine Learning Introduction
- 11.9.4 Baidu, Inc. Revenue in Machine Learning Business (2017-2022)
- 11.9.5 Baidu, Inc. Recent Development
11.10 Intel Corporation
- 11.10.1 Intel Corporation Company Details
- 11.10.2 Intel Corporation Business Overview
- 11.10.3 Intel Corporation Machine Learning Introduction
- 11.10.4 Intel Corporation Revenue in Machine Learning Business (2017-2022)
- 11.10.5 Intel Corporation Recent Development
11.11 Amazon Web Services, Inc.
- 11.11.1 Amazon Web Services, Inc. Company Details
- 11.11.2 Amazon Web Services, Inc. Business Overview
- 11.11.3 Amazon Web Services, Inc. Machine Learning Introduction
- 11.11.4 Amazon Web Services, Inc. Revenue in Machine Learning Business (2017-2022)
- 11.11.5 Amazon Web Services, Inc. Recent Development
11.12 Microsoft Corporation
- 11.12.1 Microsoft Corporation Company Details
- 11.12.2 Microsoft Corporation Business Overview
- 11.12.3 Microsoft Corporation Machine Learning Introduction
- 11.12.4 Microsoft Corporation Revenue in Machine Learning Business (2017-2022)
- 11.12.5 Microsoft Corporation Recent Development
11.13 Yottamine Analytics
- 11.13.1 Yottamine Analytics Company Details
- 11.13.2 Yottamine Analytics Business Overview
- 11.13.3 Yottamine Analytics Machine Learning Introduction
- 11.13.4 Yottamine Analytics Revenue in Machine Learning Business (2017-2022)
- 11.13.5 Yottamine Analytics Recent Development
11.14 H2o.AI
- 11.14.1 H2o.AI Company Details
- 11.14.2 H2o.AI Business Overview
- 11.14.3 H2o.AI Machine Learning Introduction
- 11.14.4 H2o.AI Revenue in Machine Learning Business (2017-2022)
- 11.14.5 H2o.AI Recent Development
11.15 Databricks
- 11.15.1 Databricks Company Details
- 11.15.2 Databricks Business Overview
- 11.15.3 Databricks Machine Learning Introduction
- 11.15.4 Databricks Revenue in Machine Learning Business (2017-2022)
- 11.15.5 Databricks Recent Development
11.16 BigML, Inc.
- 11.16.1 BigML, Inc. Company Details
- 11.16.2 BigML, Inc. Business Overview
- 11.16.3 BigML, Inc. Machine Learning Introduction
- 11.16.4 BigML, Inc. Revenue in Machine Learning Business (2017-2022)
- 11.16.5 BigML, Inc. Recent Development
11.17 Dataiku
- 11.17.1 Dataiku Company Details
- 11.17.2 Dataiku Business Overview
- 11.17.3 Dataiku Machine Learning Introduction
- 11.17.4 Dataiku Revenue in Machine Learning Business (2017-2022)
- 11.17.5 Dataiku Recent Development
11.18 Veritone
- 11.18.1 Veritone Company Details
- 11.18.2 Veritone Business Overview
- 11.18.3 Veritone Machine Learning Introduction
- 11.18.4 Veritone Revenue in Machine Learning Business (2017-2022)
- 11.18.5 Veritone Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix

13.1 Research Methodology
- 13.1.1 Methodology/Research Approach
- 13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

機械学習の世界市場：考察と予測 (2028年まで)

Global Machine Learning Market Insights and Forecast to 2028

目次

第1章調査概要

第2章世界の成長動向

第3章主要企業別の競合情勢

第4章機械学習：種類別の内訳データ

第5章機械学習：用途別の内訳データ

第6章北米

第7章欧州

第8章アジア太平洋

第9章ラテンアメリカ

第10章中東・アフリカ

第11章主要企業のプロファイル

第12章アナリストの見解/結論

第13章付録

LIST OF TABLES

List of Figures

Market Analysis and Insights:

Report Includes:

By Company

Segment by Type

Segment by Application

By Region

Chapter Outline

TABLE OF CONTENTS

1 Report Overview

2 Global Growth Trends

3 Competition Landscape by Key Players

4 Machine Learning Breakdown Data by Type

5 Machine Learning Breakdown Data by Application

6 North America

7 Europe

8 Asia-Pacific

9 Latin America

10 Middle East & Africa

11 Key Players Profiles

12 Analyst's Viewpoints/Conclusions

13 Appendix

機械学習の世界市場：考察と予測 (2028年まで)

Global Machine Learning Market Insights and Forecast to 2028

目次

第1章 調査概要

第2章 世界の成長動向

第3章 主要企業別の競合情勢

第4章 機械学習：種類別の内訳データ

第5章 機械学習：用途別の内訳データ

第6章 北米

第7章 欧州

第8章 アジア太平洋

第9章 ラテンアメリカ

第10章 中東・アフリカ

第11章 主要企業のプロファイル

第12章 アナリストの見解/結論

第13章 付録

LIST OF TABLES

List of Figures

Market Analysis and Insights:

Report Includes:

By Company

Segment by Type

Segment by Application

By Region

Chapter Outline

TABLE OF CONTENTS

1 Report Overview

2 Global Growth Trends

3 Competition Landscape by Key Players

4 Machine Learning Breakdown Data by Type

5 Machine Learning Breakdown Data by Application

6 North America

7 Europe

8 Asia-Pacific

9 Latin America

10 Middle East & Africa

11 Key Players Profiles

12 Analyst's Viewpoints/Conclusions

13 Appendix

第1章調査概要

第2章世界の成長動向

第3章主要企業別の競合情勢

第4章機械学習：種類別の内訳データ

第5章機械学習：用途別の内訳データ

第6章北米

第7章欧州

第8章アジア太平洋

第9章ラテンアメリカ

第10章中東・アフリカ

第11章主要企業のプロファイル

第12章アナリストの見解/結論

第13章付録