Global Machine Learning Market Size, Share, Growth Drivers, Trends, Overall Sales and Demand Forecast 2024-2030

Global Machine Learning Market Size, Share, Growth Drivers, Trends, Overall Sales and Demand Forecast 2024-2030
Report Category: Software and AI
SKU: PMR-121036  Published Date: 2024-04-19   Pages:127   Delivery Format:


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PMR Research.

Market Executive Summary

The global market for Machine Learning was estimated to be worth US$ 15460 million in 2023 and is forecast to a readjusted size of US$ 140610 million by 2030 with a CAGR of 37.3% during the forecast period 2024-2030.

Global top five key players of Machine Learning occupied for a share over 30 percent, key players are IBM, Dell, HPE, Oracle and Google, etc. North America is the largest market of Machine Learning, has a share nearly 40%, followed by Europe.

Machine learning (ML) is the study of algorithms and mathematical models that computer systems use to progressively improve their performance on a specific task.Machine learning (ML) is a discipline of artificial intelligence (AI) that provides machines with the ability to automatically learn from data and past experiences while identifying patterns to make predictions with minimal human intervention.Machine learning (ML) methods enable computers to operate autonomously without explicit programming. ML applications are fed with new data, and they can independently learn, grow, develop, and adapt.

Report Scope

This report aims to provide a comprehensive presentation of the global market for Machine Learning, focusing on the total sales revenue, key companies market share and ranking, together with an analysis of Machine Learning by region & country, by Type, and by Application.

The Machine Learning market size, estimations, and forecasts are provided in terms of sales revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. With both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Machine Learning.

Global Machine Learning Companies Covered

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

Global Machine Learning Market, Segment by Type

Supervised Learning

Semi-supervised Learning

Unsupervised Learning

Reinforcement Learning

Global Machine Learning Market, Segment by Application

Marketing and Advertising

Fraud Detection and Risk Management

Computer Vision

Security and Surveillance

Predictive Analytics

Augmented and Virtual Reality

Others

Chapter Outline

Chapter 1:
Introduces the report scope of the report, global total market size. This chapter also provides the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.

Chapter 2: Detailed analysis of Machine Learning manufacturers competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.

Chapter 3: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.

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

Chapter 5: Revenue of Machine Learning in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of each country in the world.

Chapter 6: Revenue of Machine Learning in country level. It provides sigmate data by Type, and by Application for each country/region.

Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product revenue, gross margin, product introduction, recent development, etc.

Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.

Chapter 9: Conclusion.

Related Report:

Large Language Model Market Size, and Forecast To 2030



Table of Contents

1 Market Overview

    1.1 Machine Learning Product Introduction

    1.2 Global Machine Learning Market Size Forecast

    1.3 Machine Learning Market Trends & Drivers

        1.3.1 Machine Learning Industry Trends

        1.3.2 Machine Learning Market Drivers & Opportunity

        1.3.3 Machine Learning Market Challenges

        1.3.4 Machine Learning Market Restraints

    1.4 Assumptions and Limitations

    1.5 Study Objectives

    1.6 Years Considered

 2 Competitive Analysis by Company

    2.1 Global Machine Learning Players Revenue Ranking (2023)

    2.2 Global Machine Learning Revenue by Company (2019-2024)

    2.3 Key Companies Machine Learning Manufacturing Base Distribution and Headquarters

    2.4 Key Companies Machine Learning Product Offered

    2.5 Key Companies Time to Begin Mass Production of Machine Learning

    2.6 Machine Learning Market Competitive Analysis

        2.6.1 Machine Learning Market Concentration Rate (2019-2024)

        2.6.2 Global 5 and 10 Largest Companies by Machine Learning Revenue in 2023

        2.6.3 Global Top Companies by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning as of 2023)

    2.7 Mergers & Acquisitions, Expansion

 3 Segmentation by Type

    3.1 Introduction by Type

        3.1.1 Supervised Learning

        3.1.2 Semi-supervised Learning

        3.1.3 Unsupervised Learning

        3.1.4 Reinforcement Learning

    3.2 Global Machine Learning Sales Value by Type

        3.2.1 Global Machine Learning Sales Value by Type (2019 VS 2023 VS 2030)

        3.2.2 Global Machine Learning Sales Value, by Type (2019-2030)

        3.2.3 Global Machine Learning Sales Value, by Type (%) (2019-2030)

 4 Segmentation by Application

    4.1 Introduction by Application

        4.1.1 Marketing and Advertising

        4.1.2 Fraud Detection and Risk Management

        4.1.3 Computer Vision

        4.1.4 Security and Surveillance

        4.1.5 Predictive Analytics

        4.1.6 Augmented and Virtual Reality

        4.1.7 Others

    4.2 Global Machine Learning Sales Value by Application

        4.2.1 Global Machine Learning Sales Value by Application (2019 VS 2023 VS 2030)

        4.2.2 Global Machine Learning Sales Value, by Application (2019-2030)

        4.2.3 Global Machine Learning Sales Value, by Application (%) (2019-2030)

 5 Segmentation by Region

    5.1 Global Machine Learning Sales Value by Region

        5.1.1 Global Machine Learning Sales Value by Region: 2019 VS 2023 VS 2030

        5.1.2 Global Machine Learning Sales Value by Region (2019-2024)

        5.1.3 Global Machine Learning Sales Value by Region (2025-2030)

        5.1.4 Global Machine Learning Sales Value by Region (%), (2019-2030)

    5.2 North America

        5.2.1 North America Machine Learning Sales Value, 2019-2030

        5.2.2 North America Machine Learning Sales Value by Country (%), 2023 VS 2030

    5.3 Europe

        5.3.1 Europe Machine Learning Sales Value, 2019-2030

        5.3.2 Europe Machine Learning Sales Value by Country (%), 2023 VS 2030

    5.4 Asia Pacific

        5.4.1 Asia Pacific Machine Learning Sales Value, 2019-2030

        5.4.2 Asia Pacific Machine Learning Sales Value by Country (%), 2023 VS 2030

    5.5 South America

        5.5.1 South America Machine Learning Sales Value, 2019-2030

        5.5.2 South America Machine Learning Sales Value by Country (%), 2023 VS 2030

    5.6 Middle East & Africa

        5.6.1 Middle East & Africa Machine Learning Sales Value, 2019-2030

        5.6.2 Middle East & Africa Machine Learning Sales Value by Country (%), 2023 VS 2030

 6 Segmentation by Key Countries/Regions

    6.1 Key Countries/Regions Machine Learning Sales Value Growth Trends, 2019 VS 2023 VS 2030

    6.2 Key Countries/Regions Machine Learning Sales Value

    6.3 United States

        6.3.1 United States Machine Learning Sales Value, 2019-2030

        6.3.2 United States Machine Learning Sales Value by Type (%), 2023 VS 2030

        6.3.3 United States Machine Learning Sales Value by Application, 2023 VS 2030

    6.4 Europe

        6.4.1 Europe Machine Learning Sales Value, 2019-2030

        6.4.2 Europe Machine Learning Sales Value by Type (%), 2023 VS 2030

        6.4.3 Europe Machine Learning Sales Value by Application, 2023 VS 2030

    6.5 China

        6.5.1 China Machine Learning Sales Value, 2019-2030

        6.5.2 China Machine Learning Sales Value by Type (%), 2023 VS 2030

        6.5.3 China Machine Learning Sales Value by Application, 2023 VS 2030

    6.6 Japan

        6.6.1 Japan Machine Learning Sales Value, 2019-2030

        6.6.2 Japan Machine Learning Sales Value by Type (%), 2023 VS 2030

        6.6.3 Japan Machine Learning Sales Value by Application, 2023 VS 2030

    6.7 South Korea

        6.7.1 South Korea Machine Learning Sales Value, 2019-2030

        6.7.2 South Korea Machine Learning Sales Value by Type (%), 2023 VS 2030

        6.7.3 South Korea Machine Learning Sales Value by Application, 2023 VS 2030

    6.8 Southeast Asia

        6.8.1 Southeast Asia Machine Learning Sales Value, 2019-2030

        6.8.2 Southeast Asia Machine Learning Sales Value by Type (%), 2023 VS 2030

        6.8.3 Southeast Asia Machine Learning Sales Value by Application, 2023 VS 2030

    6.9 India

        6.9.1 India Machine Learning Sales Value, 2019-2030

        6.9.2 India Machine Learning Sales Value by Type (%), 2023 VS 2030

        6.9.3 India Machine Learning Sales Value by Application, 2023 VS 2030

 7 Company Profiles

    7.1 IBM

        7.1.1 IBM Profile

        7.1.2 IBM Main Business

        7.1.3 IBM Machine Learning Products, Services and Solutions

        7.1.4 IBM Machine Learning Revenue (US$ Million) & (2019-2024)

        7.1.5 IBM Recent Developments

    7.2 Dell

        7.2.1 Dell Profile

        7.2.2 Dell Main Business

        7.2.3 Dell Machine Learning Products, Services and Solutions

        7.2.4 Dell Machine Learning Revenue (US$ Million) & (2019-2024)

        7.2.5 Dell Recent Developments

    7.3 HPE

        7.3.1 HPE Profile

        7.3.2 HPE Main Business

        7.3.3 HPE Machine Learning Products, Services and Solutions

        7.3.4 HPE Machine Learning Revenue (US$ Million) & (2019-2024)

        7.3.5 Oracle Recent Developments

    7.4 Oracle

        7.4.1 Oracle Profile

        7.4.2 Oracle Main Business

        7.4.3 Oracle Machine Learning Products, Services and Solutions

        7.4.4 Oracle Machine Learning Revenue (US$ Million) & (2019-2024)

        7.4.5 Oracle Recent Developments

    7.5 Google

        7.5.1 Google Profile

        7.5.2 Google Main Business

        7.5.3 Google Machine Learning Products, Services and Solutions

        7.5.4 Google Machine Learning Revenue (US$ Million) & (2019-2024)

        7.5.5 Google Recent Developments

    7.6 SAP

        7.6.1 SAP Profile

        7.6.2 SAP Main Business

        7.6.3 SAP Machine Learning Products, Services and Solutions

        7.6.4 SAP Machine Learning Revenue (US$ Million) & (2019-2024)

        7.6.5 SAP Recent Developments

    7.7 SAS Institute

        7.7.1 SAS Institute Profile

        7.7.2 SAS Institute Main Business

        7.7.3 SAS Institute Machine Learning Products, Services and Solutions

        7.7.4 SAS Institute Machine Learning Revenue (US$ Million) & (2019-2024)

        7.7.5 SAS Institute Recent Developments

    7.8 Fair Isaac Corporation (FICO)

        7.8.1 Fair Isaac Corporation (FICO) Profile

        7.8.2 Fair Isaac Corporation (FICO) Main Business

        7.8.3 Fair Isaac Corporation (FICO) Machine Learning Products, Services and Solutions

        7.8.4 Fair Isaac Corporation (FICO) Machine Learning Revenue (US$ Million) & (2019-2024)

        7.8.5 Fair Isaac Corporation (FICO) Recent Developments

    7.9 Baidu

        7.9.1 Baidu Profile

        7.9.2 Baidu Main Business

        7.9.3 Baidu Machine Learning Products, Services and Solutions

        7.9.4 Baidu Machine Learning Revenue (US$ Million) & (2019-2024)

        7.9.5 Baidu Recent Developments

    7.10 Intel

        7.10.1 Intel Profile

        7.10.2 Intel Main Business

        7.10.3 Intel Machine Learning Products, Services and Solutions

        7.10.4 Intel Machine Learning Revenue (US$ Million) & (2019-2024)

        7.10.5 Intel Recent Developments

    7.11 Amazon Web Services

        7.11.1 Amazon Web Services Profile

        7.11.2 Amazon Web Services Main Business

        7.11.3 Amazon Web Services Machine Learning Products, Services and Solutions

        7.11.4 Amazon Web Services Machine Learning Revenue (US$ Million) & (2019-2024)

        7.11.5 Amazon Web Services Recent Developments

    7.12 Microsoft

        7.12.1 Microsoft Profile

        7.12.2 Microsoft Main Business

        7.12.3 Microsoft Machine Learning Products, Services and Solutions

        7.12.4 Microsoft Machine Learning Revenue (US$ Million) & (2019-2024)

        7.12.5 Microsoft Recent Developments

    7.13 Yottamine Analytics

        7.13.1 Yottamine Analytics Profile

        7.13.2 Yottamine Analytics Main Business

        7.13.3 Yottamine Analytics Machine Learning Products, Services and Solutions

        7.13.4 Yottamine Analytics Machine Learning Revenue (US$ Million) & (2019-2024)

        7.13.5 Yottamine Analytics Recent Developments

    7.14 H2O.ai

        7.14.1 H2O.ai Profile

        7.14.2 H2O.ai Main Business

        7.14.3 H2O.ai Machine Learning Products, Services and Solutions

        7.14.4 H2O.ai Machine Learning Revenue (US$ Million) & (2019-2024)

        7.14.5 H2O.ai Recent Developments

    7.15 Databricks

        7.15.1 Databricks Profile

        7.15.2 Databricks Main Business

        7.15.3 Databricks Machine Learning Products, Services and Solutions

        7.15.4 Databricks Machine Learning Revenue (US$ Million) & (2019-2024)

        7.15.5 Databricks Recent Developments

    7.16 BigML

        7.16.1 BigML Profile

        7.16.2 BigML Main Business

        7.16.3 BigML Machine Learning Products, Services and Solutions

        7.16.4 BigML Machine Learning Revenue (US$ Million) & (2019-2024)

        7.16.5 BigML Recent Developments

    7.17 Dataiku

        7.17.1 Dataiku Profile

        7.17.2 Dataiku Main Business

        7.17.3 Dataiku Machine Learning Products, Services and Solutions

        7.17.4 Dataiku Machine Learning Revenue (US$ Million) & (2019-2024)

        7.17.5 Dataiku Recent Developments

    7.18 Veritone

        7.18.1 Veritone Profile

        7.18.2 Veritone Main Business

        7.18.3 Veritone Machine Learning Products, Services and Solutions

        7.18.4 Veritone Machine Learning Revenue (US$ Million) & (2019-2024)

        7.18.5 Veritone Recent Developments

 8 Industry Chain Analysis

    8.1 Machine Learning Industrial Chain

    8.2 Machine Learning Upstream Analysis

        8.2.1 Key Raw Materials

        8.2.2 Raw Materials Key Suppliers

        8.2.3 Manufacturing Cost Structure

    8.3 Midstream Analysis

    8.4 Downstream Analysis (Customers Analysis)

    8.5 Sales Model and Sales Channels

        8.5.1 Machine Learning Sales Model

        8.5.2 Sales Channel

        8.5.3 Machine Learning Distributors

 9 Research Findings and Conclusion

 10 Appendix

    10.1 Research Methodology

        10.1.1 Methodology/Research Approach

        10.1.2 Data Source

    10.2 Author Details

    10.3 Disclaimer



List of Figures

List of Tables

    Table 1. Machine Learning Market Trends

    Table 2. Machine Learning Market Drivers & Opportunity

    Table 3. Machine Learning Market Challenges

    Table 4. Machine Learning Market Restraints

    Table 5. Global Machine Learning Revenue by Company (2019-2024) & (US$ Million)

    Table 6. Global Machine Learning Revenue Market Share by Company (2019-2024)

    Table 7. Key Companies Machine Learning Manufacturing Base Distribution and Headquarters

    Table 8. Key Companies Machine Learning Product Type

    Table 9. Key Companies Time to Begin Mass Production of Machine Learning

    Table 10. Global Machine Learning Companies Market Concentration Ratio (CR5 and HHI)

    Table 11. Global Top Companies Market Share by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning as of 2023)

    Table 12. Mergers & Acquisitions, Expansion Plans

    Table 13. Global Machine Learning Sales Value by Type: 2019 VS 2023 VS 2030 (US$ Million)

    Table 14. Global Machine Learning Sales Value by Type (2019-2024) & (US$ Million)

    Table 15. Global Machine Learning Sales Value by Type (2025-2030) & (US$ Million)

    Table 16. Global Machine Learning Sales Market Share in Value by Type (2019-2024) & (%)

    Table 17. Global Machine Learning Sales Market Share in Value by Type (2025-2030) & (%)

    Table 18. Global Machine Learning Sales Value by Application: 2019 VS 2023 VS 2030 (US$ Million)

    Table 19. Global Machine Learning Sales Value by Application (2019-2024) & (US$ Million)

    Table 20. Global Machine Learning Sales Value by Application (2025-2030) & (US$ Million)

    Table 21. Global Machine Learning Sales Market Share in Value by Application (2019-2024) & (%)

    Table 22. Global Machine Learning Sales Market Share in Value by Application (2025-2030) & (%)

    Table 23. Global Machine Learning Sales Value by Region: 2019 VS 2023 VS 2030 (US$ Million)

    Table 24. Global Machine Learning Sales Value by Region (2019-2024) & (US$ Million)

    Table 25. Global Machine Learning Sales Value by Region (2025-2030) & (US$ Million)

    Table 26. Global Machine Learning Sales Value by Region (2019-2024) & (%)

    Table 27. Global Machine Learning Sales Value by Region (2025-2030) & (%)

    Table 28. Key Countries/Regions Machine Learning Sales Value Growth Trends, (US$ Million): 2019 VS 2023 VS 2030

    Table 29. Key Countries/Regions Machine Learning Sales Value, (2019-2024) & (US$ Million)

    Table 30. Key Countries/Regions Machine Learning Sales Value, (2025-2030) & (US$ Million)

    Table 31. IBM Basic Information List

    Table 32. IBM Description and Business Overview

    Table 33. IBM Machine Learning Products, Services and Solutions

    Table 34. Revenue (US$ Million) in Machine Learning Business of IBM (2019-2024)

    Table 35. IBM Recent Developments

    Table 36. Dell Basic Information List

    Table 37. Dell Description and Business Overview

    Table 38. Dell Machine Learning Products, Services and Solutions

    Table 39. Revenue (US$ Million) in Machine Learning Business of Dell (2019-2024)

    Table 40. Dell Recent Developments

    Table 41. HPE Basic Information List

    Table 42. HPE Description and Business Overview

    Table 43. HPE Machine Learning Products, Services and Solutions

    Table 44. Revenue (US$ Million) in Machine Learning Business of HPE (2019-2024)

    Table 45. HPE Recent Developments

    Table 46. Oracle Basic Information List

    Table 47. Oracle Description and Business Overview

    Table 48. Oracle Machine Learning Products, Services and Solutions

    Table 49. Revenue (US$ Million) in Machine Learning Business of Oracle (2019-2024)

    Table 50. Oracle Recent Developments

    Table 51. Google Basic Information List

    Table 52. Google Description and Business Overview

    Table 53. Google Machine Learning Products, Services and Solutions

    Table 54. Revenue (US$ Million) in Machine Learning Business of Google (2019-2024)

    Table 55. Google Recent Developments

    Table 56. SAP Basic Information List

    Table 57. SAP Description and Business Overview

    Table 58. SAP Machine Learning Products, Services and Solutions

    Table 59. Revenue (US$ Million) in Machine Learning Business of SAP (2019-2024)

    Table 60. SAP Recent Developments

    Table 61. SAS Institute Basic Information List

    Table 62. SAS Institute Description and Business Overview

    Table 63. SAS Institute Machine Learning Products, Services and Solutions

    Table 64. Revenue (US$ Million) in Machine Learning Business of SAS Institute (2019-2024)

    Table 65. SAS Institute Recent Developments

    Table 66. Fair Isaac Corporation (FICO) Basic Information List

    Table 67. Fair Isaac Corporation (FICO) Description and Business Overview

    Table 68. Fair Isaac Corporation (FICO) Machine Learning Products, Services and Solutions

    Table 69. Revenue (US$ Million) in Machine Learning Business of Fair Isaac Corporation (FICO) (2019-2024)

    Table 70. Fair Isaac Corporation (FICO) Recent Developments

    Table 71. Baidu Basic Information List

    Table 72. Baidu Description and Business Overview

    Table 73. Baidu Machine Learning Products, Services and Solutions

    Table 74. Revenue (US$ Million) in Machine Learning Business of Baidu (2019-2024)

    Table 75. Baidu Recent Developments

    Table 76. Intel Basic Information List

    Table 77. Intel Description and Business Overview

    Table 78. Intel Machine Learning Products, Services and Solutions

    Table 79. Revenue (US$ Million) in Machine Learning Business of Intel (2019-2024)

    Table 80. Intel Recent Developments

    Table 81. Amazon Web Services Basic Information List

    Table 82. Amazon Web Services Description and Business Overview

    Table 83. Amazon Web Services Machine Learning Products, Services and Solutions

    Table 84. Revenue (US$ Million) in Machine Learning Business of Amazon Web Services (2019-2024)

    Table 85. Amazon Web Services Recent Developments

    Table 86. Microsoft Basic Information List

    Table 87. Microsoft Description and Business Overview

    Table 88. Microsoft Machine Learning Products, Services and Solutions

    Table 89. Revenue (US$ Million) in Machine Learning Business of Microsoft (2019-2024)

    Table 90. Microsoft Recent Developments

    Table 91. Yottamine Analytics Basic Information List

    Table 92. Yottamine Analytics Description and Business Overview

    Table 93. Yottamine Analytics Machine Learning Products, Services and Solutions

    Table 94. Revenue (US$ Million) in Machine Learning Business of Yottamine Analytics (2019-2024)

    Table 95. Yottamine Analytics Recent Developments

    Table 96. H2O.ai Basic Information List

    Table 97. H2O.ai Description and Business Overview

    Table 98. H2O.ai Machine Learning Products, Services and Solutions

    Table 99. Revenue (US$ Million) in Machine Learning Business of H2O.ai (2019-2024)

    Table 100. H2O.ai Recent Developments

    Table 101. Databricks Basic Information List

    Table 102. Databricks Description and Business Overview

    Table 103. Databricks Machine Learning Products, Services and Solutions

    Table 104. Revenue (US$ Million) in Machine Learning Business of Databricks (2019-2024)

    Table 105. Databricks Recent Developments

    Table 106. BigML Basic Information List

    Table 107. BigML Description and Business Overview

    Table 108. BigML Machine Learning Products, Services and Solutions

    Table 109. Revenue (US$ Million) in Machine Learning Business of BigML (2019-2024)

    Table 110. BigML Recent Developments

    Table 111. Dataiku Basic Information List

    Table 112. Dataiku Description and Business Overview

    Table 113. Dataiku Machine Learning Products, Services and Solutions

    Table 114. Revenue (US$ Million) in Machine Learning Business of Dataiku (2019-2024)

    Table 115. Dataiku Recent Developments

    Table 116. Veritone Basic Information List

    Table 117. Veritone Description and Business Overview

    Table 118. Veritone Machine Learning Products, Services and Solutions

    Table 119. Revenue (US$ Million) in Machine Learning Business of Veritone (2019-2024)

    Table 120. Veritone Recent Developments

    Table 121. Key Raw Materials Lists

    Table 122. Raw Materials Key Suppliers Lists

    Table 123. Machine Learning Downstream Customers

    Table 124. Machine Learning Distributors List

    Table 125. Research Programs/Design for This Report

    Table 126. Key Data Information from Secondary Sources

    Table 127. Key Data Information from Primary Sources

    Table 128. Business Unit and Senior & Team Lead Analysts

List of Figures

    Figure 1. Machine Learning Product Picture

    Figure 2. Global Machine Learning Sales Value, 2019 VS 2023 VS 2030 (US$ Million)

    Figure 3. Global Machine Learning Sales Value (2019-2030) & (US$ Million)

    Figure 4. Machine Learning Report Years Considered

    Figure 5. Global Machine Learning Players Revenue Ranking (2023) & (US$ Million)

    Figure 6. The 5 and 10 Largest Manufacturers in the World: Market Share by Machine Learning Revenue in 2023

    Figure 7. Machine Learning Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2019 VS 2023

    Figure 8. Supervised Learning Picture

    Figure 9. Semi-supervised Learning Picture

    Figure 10. Unsupervised Learning Picture

    Figure 11. Reinforcement Learning Picture

    Figure 12. Global Machine Learning Sales Value by Type (2019 VS 2023 VS 2030) & (US$ Million)

    Figure 13. Global Machine Learning Sales Value Market Share by Type, 2023 & 2030

    Figure 14. Product Picture of Marketing and Advertising

    Figure 15. Product Picture of Fraud Detection and Risk Management

    Figure 16. Product Picture of Computer Vision

    Figure 17. Product Picture of Security and Surveillance

    Figure 18. Product Picture of Predictive Analytics

    Figure 19. Product Picture of Augmented and Virtual Reality

    Figure 20. Product Picture of Others

    Figure 21. Global Machine Learning Sales Value by Application (2019 VS 2023 VS 2030) & (US$ Million)

    Figure 22. Global Machine Learning Sales Value Market Share by Application, 2023 & 2030

    Figure 23. North America Machine Learning Sales Value (2019-2030) & (US$ Million)

    Figure 24. North America Machine Learning Sales Value by Country (%), 2023 VS 2030

    Figure 25. Europe Machine Learning Sales Value (2019-2030) & (US$ Million)

    Figure 26. Europe Machine Learning Sales Value by Country (%), 2023 VS 2030

    Figure 27. Asia Pacific Machine Learning Sales Value (2019-2030) & (US$ Million)

    Figure 28. Asia Pacific Machine Learning Sales Value by Country (%), 2023 VS 2030

    Figure 29. South America Machine Learning Sales Value (2019-2030) & (US$ Million)

    Figure 30. South America Machine Learning Sales Value by Country (%), 2023 VS 2030

    Figure 31. Middle East & Africa Machine Learning Sales Value (2019-2030) & (US$ Million)

    Figure 32. Middle East & Africa Machine Learning Sales Value by Country (%), 2023 VS 2030

    Figure 33. Key Countries/Regions Machine Learning Sales Value (%), (2019-2030)

    Figure 34. United States Machine Learning Sales Value, (2019-2030) & (US$ Million)

    Figure 35. United States Machine Learning Sales Value by Type (%), 2023 VS 2030

    Figure 36. United States Machine Learning Sales Value by Application (%), 2023 VS 2030

    Figure 37. Europe Machine Learning Sales Value, (2019-2030) & (US$ Million)

    Figure 38. Europe Machine Learning Sales Value by Type (%), 2023 VS 2030

    Figure 39. Europe Machine Learning Sales Value by Application (%), 2023 VS 2030

    Figure 40. China Machine Learning Sales Value, (2019-2030) & (US$ Million)

    Figure 41. China Machine Learning Sales Value by Type (%), 2023 VS 2030

    Figure 42. China Machine Learning Sales Value by Application (%), 2023 VS 2030

    Figure 43. Japan Machine Learning Sales Value, (2019-2030) & (US$ Million)

    Figure 44. Japan Machine Learning Sales Value by Type (%), 2023 VS 2030

    Figure 45. Japan Machine Learning Sales Value by Application (%), 2023 VS 2030

    Figure 46. South Korea Machine Learning Sales Value, (2019-2030) & (US$ Million)

    Figure 47. South Korea Machine Learning Sales Value by Type (%), 2023 VS 2030

    Figure 48. South Korea Machine Learning Sales Value by Application (%), 2023 VS 2030

    Figure 49. Southeast Asia Machine Learning Sales Value, (2019-2030) & (US$ Million)

    Figure 50. Southeast Asia Machine Learning Sales Value by Type (%), 2023 VS 2030

    Figure 51. Southeast Asia Machine Learning Sales Value by Application (%), 2023 VS 2030

    Figure 52. India Machine Learning Sales Value, (2019-2030) & (US$ Million)

    Figure 53. India Machine Learning Sales Value by Type (%), 2023 VS 2030

    Figure 54. India Machine Learning Sales Value by Application (%), 2023 VS 2030

    Figure 55. Machine Learning Industrial Chain

    Figure 56. Machine Learning Manufacturing Cost Structure

    Figure 57. Channels of Distribution (Direct Sales, and Distribution)

    Figure 58. Bottom-up and Top-down Approaches for This Report

    Figure 59. Data Triangulation


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