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Global Machine Learning in Utilities Market Research Report 2025
Published Date: July 2025
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Report Code: QYRE-Auto-16G7888
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Global Machine Learning in Utilities Market Insights and Forecast to 2028
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Global Machine Learning in Utilities Market Research Report 2025

Code: QYRE-Auto-16G7888
Report
July 2025
Pages:92
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Machine Learning in Utilities Market

The global market for Machine Learning in Utilities was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
North American market for Machine Learning in Utilities is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for Machine Learning in Utilities is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The global market for Machine Learning in Utilities in Renewable Energy Management is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global companies of Machine Learning in Utilities include Baidu, Hewlett Packard Enterprise Development LP, SAS Institute, Inc., IBM, Microsoft, Nvidia, Amazon Web Services, Oracle, SAP, BigML, Inc., etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Machine Learning in Utilities, 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 in Utilities.
The Machine Learning in Utilities market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Machine Learning in Utilities market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Machine Learning in Utilities companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Machine Learning in Utilities Market Report

Report Metric Details
Report Name Machine Learning in Utilities Market
Segment by Type
  • Hardware
  • Software
  • Service
Segment by Application
  • Renewable Energy Management
  • Demand Forecast
  • Safety and Security
  • Infrastructure
  • Other
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company Baidu, Hewlett Packard Enterprise Development LP, SAS Institute, Inc., IBM, Microsoft, Nvidia, Amazon Web Services, Oracle, SAP, BigML, Inc., Fair Isaac Corporation, Intel Corporation, Google LLC, H2o.AI, Alpiq, SmartCloud
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by 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: Introduces executive summary of global market size, regional market size, 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 in Utilities company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: 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 5: 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 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. 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.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Machine Learning in Utilities Market report?

Ans: The main players in the Machine Learning in Utilities Market are Baidu, Hewlett Packard Enterprise Development LP, SAS Institute, Inc., IBM, Microsoft, Nvidia, Amazon Web Services, Oracle, SAP, BigML, Inc., Fair Isaac Corporation, Intel Corporation, Google LLC, H2o.AI, Alpiq, SmartCloud

What are the Application segmentation covered in the Machine Learning in Utilities Market report?

Ans: The Applications covered in the Machine Learning in Utilities Market report are Renewable Energy Management, Demand Forecast, Safety and Security, Infrastructure, Other

What are the Type segmentation covered in the Machine Learning in Utilities Market report?

Ans: The Types covered in the Machine Learning in Utilities Market report are Hardware, Software, Service

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Machine Learning in Utilities Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Hardware
1.2.3 Software
1.2.4 Service
1.3 Market by Application
1.3.1 Global Machine Learning in Utilities Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Renewable Energy Management
1.3.3 Demand Forecast
1.3.4 Safety and Security
1.3.5 Infrastructure
1.3.6 Other
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Machine Learning in Utilities Market Perspective (2020-2031)
2.2 Global Machine Learning in Utilities Growth Trends by Region
2.2.1 Global Machine Learning in Utilities Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Machine Learning in Utilities Historic Market Size by Region (2020-2025)
2.2.3 Machine Learning in Utilities Forecasted Market Size by Region (2026-2031)
2.3 Machine Learning in Utilities Market Dynamics
2.3.1 Machine Learning in Utilities Industry Trends
2.3.2 Machine Learning in Utilities Market Drivers
2.3.3 Machine Learning in Utilities Market Challenges
2.3.4 Machine Learning in Utilities Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Machine Learning in Utilities Players by Revenue
3.1.1 Global Top Machine Learning in Utilities Players by Revenue (2020-2025)
3.1.2 Global Machine Learning in Utilities Revenue Market Share by Players (2020-2025)
3.2 Global Machine Learning in Utilities Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Machine Learning in Utilities Revenue
3.4 Global Machine Learning in Utilities Market Concentration Ratio
3.4.1 Global Machine Learning in Utilities Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Machine Learning in Utilities Revenue in 2024
3.5 Global Key Players of Machine Learning in Utilities Head office and Area Served
3.6 Global Key Players of Machine Learning in Utilities, Product and Application
3.7 Global Key Players of Machine Learning in Utilities, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Machine Learning in Utilities Breakdown Data by Type
4.1 Global Machine Learning in Utilities Historic Market Size by Type (2020-2025)
4.2 Global Machine Learning in Utilities Forecasted Market Size by Type (2026-2031)
5 Machine Learning in Utilities Breakdown Data by Application
5.1 Global Machine Learning in Utilities Historic Market Size by Application (2020-2025)
5.2 Global Machine Learning in Utilities Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Machine Learning in Utilities Market Size (2020-2031)
6.2 North America Machine Learning in Utilities Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Machine Learning in Utilities Market Size by Country (2020-2025)
6.4 North America Machine Learning in Utilities Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Machine Learning in Utilities Market Size (2020-2031)
7.2 Europe Machine Learning in Utilities Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Machine Learning in Utilities Market Size by Country (2020-2025)
7.4 Europe Machine Learning in Utilities Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Machine Learning in Utilities Market Size (2020-2031)
8.2 Asia-Pacific Machine Learning in Utilities Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Machine Learning in Utilities Market Size by Region (2020-2025)
8.4 Asia-Pacific Machine Learning in Utilities Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Machine Learning in Utilities Market Size (2020-2031)
9.2 Latin America Machine Learning in Utilities Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Machine Learning in Utilities Market Size by Country (2020-2025)
9.4 Latin America Machine Learning in Utilities Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Machine Learning in Utilities Market Size (2020-2031)
10.2 Middle East & Africa Machine Learning in Utilities Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Machine Learning in Utilities Market Size by Country (2020-2025)
10.4 Middle East & Africa Machine Learning in Utilities Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Baidu
11.1.1 Baidu Company Details
11.1.2 Baidu Business Overview
11.1.3 Baidu Machine Learning in Utilities Introduction
11.1.4 Baidu Revenue in Machine Learning in Utilities Business (2020-2025)
11.1.5 Baidu Recent Development
11.2 Hewlett Packard Enterprise Development LP
11.2.1 Hewlett Packard Enterprise Development LP Company Details
11.2.2 Hewlett Packard Enterprise Development LP Business Overview
11.2.3 Hewlett Packard Enterprise Development LP Machine Learning in Utilities Introduction
11.2.4 Hewlett Packard Enterprise Development LP Revenue in Machine Learning in Utilities Business (2020-2025)
11.2.5 Hewlett Packard Enterprise Development LP Recent Development
11.3 SAS Institute, Inc.
11.3.1 SAS Institute, Inc. Company Details
11.3.2 SAS Institute, Inc. Business Overview
11.3.3 SAS Institute, Inc. Machine Learning in Utilities Introduction
11.3.4 SAS Institute, Inc. Revenue in Machine Learning in Utilities Business (2020-2025)
11.3.5 SAS Institute, Inc. Recent Development
11.4 IBM
11.4.1 IBM Company Details
11.4.2 IBM Business Overview
11.4.3 IBM Machine Learning in Utilities Introduction
11.4.4 IBM Revenue in Machine Learning in Utilities Business (2020-2025)
11.4.5 IBM Recent Development
11.5 Microsoft
11.5.1 Microsoft Company Details
11.5.2 Microsoft Business Overview
11.5.3 Microsoft Machine Learning in Utilities Introduction
11.5.4 Microsoft Revenue in Machine Learning in Utilities Business (2020-2025)
11.5.5 Microsoft Recent Development
11.6 Nvidia
11.6.1 Nvidia Company Details
11.6.2 Nvidia Business Overview
11.6.3 Nvidia Machine Learning in Utilities Introduction
11.6.4 Nvidia Revenue in Machine Learning in Utilities Business (2020-2025)
11.6.5 Nvidia Recent Development
11.7 Amazon Web Services
11.7.1 Amazon Web Services Company Details
11.7.2 Amazon Web Services Business Overview
11.7.3 Amazon Web Services Machine Learning in Utilities Introduction
11.7.4 Amazon Web Services Revenue in Machine Learning in Utilities Business (2020-2025)
11.7.5 Amazon Web Services Recent Development
11.8 Oracle
11.8.1 Oracle Company Details
11.8.2 Oracle Business Overview
11.8.3 Oracle Machine Learning in Utilities Introduction
11.8.4 Oracle Revenue in Machine Learning in Utilities Business (2020-2025)
11.8.5 Oracle Recent Development
11.9 SAP
11.9.1 SAP Company Details
11.9.2 SAP Business Overview
11.9.3 SAP Machine Learning in Utilities Introduction
11.9.4 SAP Revenue in Machine Learning in Utilities Business (2020-2025)
11.9.5 SAP Recent Development
11.10 BigML, Inc.
11.10.1 BigML, Inc. Company Details
11.10.2 BigML, Inc. Business Overview
11.10.3 BigML, Inc. Machine Learning in Utilities Introduction
11.10.4 BigML, Inc. Revenue in Machine Learning in Utilities Business (2020-2025)
11.10.5 BigML, Inc. Recent Development
11.11 Fair Isaac Corporation
11.11.1 Fair Isaac Corporation Company Details
11.11.2 Fair Isaac Corporation Business Overview
11.11.3 Fair Isaac Corporation Machine Learning in Utilities Introduction
11.11.4 Fair Isaac Corporation Revenue in Machine Learning in Utilities Business (2020-2025)
11.11.5 Fair Isaac Corporation Recent Development
11.12 Intel Corporation
11.12.1 Intel Corporation Company Details
11.12.2 Intel Corporation Business Overview
11.12.3 Intel Corporation Machine Learning in Utilities Introduction
11.12.4 Intel Corporation Revenue in Machine Learning in Utilities Business (2020-2025)
11.12.5 Intel Corporation Recent Development
11.13 Google LLC
11.13.1 Google LLC Company Details
11.13.2 Google LLC Business Overview
11.13.3 Google LLC Machine Learning in Utilities Introduction
11.13.4 Google LLC Revenue in Machine Learning in Utilities Business (2020-2025)
11.13.5 Google LLC 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 in Utilities Introduction
11.14.4 H2o.AI Revenue in Machine Learning in Utilities Business (2020-2025)
11.14.5 H2o.AI Recent Development
11.15 Alpiq
11.15.1 Alpiq Company Details
11.15.2 Alpiq Business Overview
11.15.3 Alpiq Machine Learning in Utilities Introduction
11.15.4 Alpiq Revenue in Machine Learning in Utilities Business (2020-2025)
11.15.5 Alpiq Recent Development
11.16 SmartCloud
11.16.1 SmartCloud Company Details
11.16.2 SmartCloud Business Overview
11.16.3 SmartCloud Machine Learning in Utilities Introduction
11.16.4 SmartCloud Revenue in Machine Learning in Utilities Business (2020-2025)
11.16.5 SmartCloud Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
List of Tables
 Table 1. Global Machine Learning in Utilities Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Hardware
 Table 3. Key Players of Software
 Table 4. Key Players of Service
 Table 5. Global Machine Learning in Utilities Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 6. Global Machine Learning in Utilities Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 7. Global Machine Learning in Utilities Market Size by Region (2020-2025) & (US$ Million)
 Table 8. Global Machine Learning in Utilities Market Share by Region (2020-2025)
 Table 9. Global Machine Learning in Utilities Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 10. Global Machine Learning in Utilities Market Share by Region (2026-2031)
 Table 11. Machine Learning in Utilities Market Trends
 Table 12. Machine Learning in Utilities Market Drivers
 Table 13. Machine Learning in Utilities Market Challenges
 Table 14. Machine Learning in Utilities Market Restraints
 Table 15. Global Machine Learning in Utilities Revenue by Players (2020-2025) & (US$ Million)
 Table 16. Global Machine Learning in Utilities Market Share by Players (2020-2025)
 Table 17. Global Top Machine Learning in Utilities Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Utilities as of 2024)
 Table 18. Ranking of Global Top Machine Learning in Utilities Companies by Revenue (US$ Million) in 2024
 Table 19. Global 5 Largest Players Market Share by Machine Learning in Utilities Revenue (CR5 and HHI) & (2020-2025)
 Table 20. Global Key Players of Machine Learning in Utilities, Headquarters and Area Served
 Table 21. Global Key Players of Machine Learning in Utilities, Product and Application
 Table 22. Global Key Players of Machine Learning in Utilities, Date of Enter into This Industry
 Table 23. Mergers & Acquisitions, Expansion Plans
 Table 24. Global Machine Learning in Utilities Market Size by Type (2020-2025) & (US$ Million)
 Table 25. Global Machine Learning in Utilities Revenue Market Share by Type (2020-2025)
 Table 26. Global Machine Learning in Utilities Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 27. Global Machine Learning in Utilities Revenue Market Share by Type (2026-2031)
 Table 28. Global Machine Learning in Utilities Market Size by Application (2020-2025) & (US$ Million)
 Table 29. Global Machine Learning in Utilities Revenue Market Share by Application (2020-2025)
 Table 30. Global Machine Learning in Utilities Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 31. Global Machine Learning in Utilities Revenue Market Share by Application (2026-2031)
 Table 32. North America Machine Learning in Utilities Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 33. North America Machine Learning in Utilities Market Size by Country (2020-2025) & (US$ Million)
 Table 34. North America Machine Learning in Utilities Market Size by Country (2026-2031) & (US$ Million)
 Table 35. Europe Machine Learning in Utilities Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 36. Europe Machine Learning in Utilities Market Size by Country (2020-2025) & (US$ Million)
 Table 37. Europe Machine Learning in Utilities Market Size by Country (2026-2031) & (US$ Million)
 Table 38. Asia-Pacific Machine Learning in Utilities Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 39. Asia-Pacific Machine Learning in Utilities Market Size by Region (2020-2025) & (US$ Million)
 Table 40. Asia-Pacific Machine Learning in Utilities Market Size by Region (2026-2031) & (US$ Million)
 Table 41. Latin America Machine Learning in Utilities Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 42. Latin America Machine Learning in Utilities Market Size by Country (2020-2025) & (US$ Million)
 Table 43. Latin America Machine Learning in Utilities Market Size by Country (2026-2031) & (US$ Million)
 Table 44. Middle East & Africa Machine Learning in Utilities Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 45. Middle East & Africa Machine Learning in Utilities Market Size by Country (2020-2025) & (US$ Million)
 Table 46. Middle East & Africa Machine Learning in Utilities Market Size by Country (2026-2031) & (US$ Million)
 Table 47. Baidu Company Details
 Table 48. Baidu Business Overview
 Table 49. Baidu Machine Learning in Utilities Product
 Table 50. Baidu Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 51. Baidu Recent Development
 Table 52. Hewlett Packard Enterprise Development LP Company Details
 Table 53. Hewlett Packard Enterprise Development LP Business Overview
 Table 54. Hewlett Packard Enterprise Development LP Machine Learning in Utilities Product
 Table 55. Hewlett Packard Enterprise Development LP Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 56. Hewlett Packard Enterprise Development LP Recent Development
 Table 57. SAS Institute, Inc. Company Details
 Table 58. SAS Institute, Inc. Business Overview
 Table 59. SAS Institute, Inc. Machine Learning in Utilities Product
 Table 60. SAS Institute, Inc. Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 61. SAS Institute, Inc. Recent Development
 Table 62. IBM Company Details
 Table 63. IBM Business Overview
 Table 64. IBM Machine Learning in Utilities Product
 Table 65. IBM Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 66. IBM Recent Development
 Table 67. Microsoft Company Details
 Table 68. Microsoft Business Overview
 Table 69. Microsoft Machine Learning in Utilities Product
 Table 70. Microsoft Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 71. Microsoft Recent Development
 Table 72. Nvidia Company Details
 Table 73. Nvidia Business Overview
 Table 74. Nvidia Machine Learning in Utilities Product
 Table 75. Nvidia Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 76. Nvidia Recent Development
 Table 77. Amazon Web Services Company Details
 Table 78. Amazon Web Services Business Overview
 Table 79. Amazon Web Services Machine Learning in Utilities Product
 Table 80. Amazon Web Services Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 81. Amazon Web Services Recent Development
 Table 82. Oracle Company Details
 Table 83. Oracle Business Overview
 Table 84. Oracle Machine Learning in Utilities Product
 Table 85. Oracle Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 86. Oracle Recent Development
 Table 87. SAP Company Details
 Table 88. SAP Business Overview
 Table 89. SAP Machine Learning in Utilities Product
 Table 90. SAP Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 91. SAP Recent Development
 Table 92. BigML, Inc. Company Details
 Table 93. BigML, Inc. Business Overview
 Table 94. BigML, Inc. Machine Learning in Utilities Product
 Table 95. BigML, Inc. Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 96. BigML, Inc. Recent Development
 Table 97. Fair Isaac Corporation Company Details
 Table 98. Fair Isaac Corporation Business Overview
 Table 99. Fair Isaac Corporation Machine Learning in Utilities Product
 Table 100. Fair Isaac Corporation Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 101. Fair Isaac Corporation Recent Development
 Table 102. Intel Corporation Company Details
 Table 103. Intel Corporation Business Overview
 Table 104. Intel Corporation Machine Learning in Utilities Product
 Table 105. Intel Corporation Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 106. Intel Corporation Recent Development
 Table 107. Google LLC Company Details
 Table 108. Google LLC Business Overview
 Table 109. Google LLC Machine Learning in Utilities Product
 Table 110. Google LLC Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 111. Google LLC Recent Development
 Table 112. H2o.AI Company Details
 Table 113. H2o.AI Business Overview
 Table 114. H2o.AI Machine Learning in Utilities Product
 Table 115. H2o.AI Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 116. H2o.AI Recent Development
 Table 117. Alpiq Company Details
 Table 118. Alpiq Business Overview
 Table 119. Alpiq Machine Learning in Utilities Product
 Table 120. Alpiq Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 121. Alpiq Recent Development
 Table 122. SmartCloud Company Details
 Table 123. SmartCloud Business Overview
 Table 124. SmartCloud Machine Learning in Utilities Product
 Table 125. SmartCloud Revenue in Machine Learning in Utilities Business (2020-2025) & (US$ Million)
 Table 126. SmartCloud Recent Development
 Table 127. Research Programs/Design for This Report
 Table 128. Key Data Information from Secondary Sources
 Table 129. Key Data Information from Primary Sources
 Table 130. Authors List of This Report


List of Figures
 Figure 1. Machine Learning in Utilities Picture
 Figure 2. Global Machine Learning in Utilities Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global Machine Learning in Utilities Market Share by Type: 2024 VS 2031
 Figure 4. Hardware Features
 Figure 5. Software Features
 Figure 6. Service Features
 Figure 7. Global Machine Learning in Utilities Market Size by Application (2020-2031) & (US$ Million)
 Figure 8. Global Machine Learning in Utilities Market Share by Application: 2024 VS 2031
 Figure 9. Renewable Energy Management Case Studies
 Figure 10. Demand Forecast Case Studies
 Figure 11. Safety and Security Case Studies
 Figure 12. Infrastructure Case Studies
 Figure 13. Other Case Studies
 Figure 14. Machine Learning in Utilities Report Years Considered
 Figure 15. Global Machine Learning in Utilities Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 16. Global Machine Learning in Utilities Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 17. Global Machine Learning in Utilities Market Share by Region: 2024 VS 2031
 Figure 18. Global Machine Learning in Utilities Market Share by Players in 2024
 Figure 19. Global Top Machine Learning in Utilities Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning in Utilities as of 2024)
 Figure 20. The Top 10 and 5 Players Market Share by Machine Learning in Utilities Revenue in 2024
 Figure 21. North America Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 22. North America Machine Learning in Utilities Market Share by Country (2020-2031)
 Figure 23. United States Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 24. Canada Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 25. Europe Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 26. Europe Machine Learning in Utilities Market Share by Country (2020-2031)
 Figure 27. Germany Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 28. France Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. U.K. Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. Italy Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 31. Russia Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 32. Nordic Countries Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. Asia-Pacific Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. Asia-Pacific Machine Learning in Utilities Market Share by Region (2020-2031)
 Figure 35. China Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 36. Japan Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. South Korea Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 38. Southeast Asia Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 39. India Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 40. Australia Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. Latin America Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. Latin America Machine Learning in Utilities Market Share by Country (2020-2031)
 Figure 43. Mexico Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 44. Brazil Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. Middle East & Africa Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. Middle East & Africa Machine Learning in Utilities Market Share by Country (2020-2031)
 Figure 47. Turkey Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 48. Saudi Arabia Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 49. UAE Machine Learning in Utilities Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 50. Baidu Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 51. Hewlett Packard Enterprise Development LP Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 52. SAS Institute, Inc. Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 53. IBM Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 54. Microsoft Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 55. Nvidia Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 56. Amazon Web Services Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 57. Oracle Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 58. SAP Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 59. BigML, Inc. Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 60. Fair Isaac Corporation Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 61. Intel Corporation Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 62. Google LLC Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 63. H2o.AI Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 64. Alpiq Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 65. SmartCloud Revenue Growth Rate in Machine Learning in Utilities Business (2020-2025)
 Figure 66. Bottom-up and Top-down Approaches for This Report
 Figure 67. Data Triangulation
 Figure 68. Key Executives Interviewed
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