Machine Learning: Global Markets to 2026
Report Scope:
In this report, the market has been segmented based on components, organization size, deployment mode, end use and region. The report provides an overview of the global machine learning market and analyzes market trends. Using 2020 as the base year, the report provides estimated market data for the forecast period, 2021 to 2026. Market values have been estimated based on the total revenue of machine learning solution providers.
The report covers the market for machine learning about the user base across different regions. It also highlights major trends and challenges that affect the market and the vendor landscape. The report estimates the global market for machine learning in 2020 and provides projections for the expected market size through 2026.
The scope of the study includes machine learning platforms and associated services. However, hardware components like data servers, GPUs, and other hardware devices; physical services for repair and maintaining of IT Infrastructure; revenue generated for B2C adoption; and third-party vendors are not part of the scope.
Report Includes:
In this report, the market has been segmented based on components, organization size, deployment mode, end use and region. The report provides an overview of the global machine learning market and analyzes market trends. Using 2020 as the base year, the report provides estimated market data for the forecast period, 2021 to 2026. Market values have been estimated based on the total revenue of machine learning solution providers.
The report covers the market for machine learning about the user base across different regions. It also highlights major trends and challenges that affect the market and the vendor landscape. The report estimates the global market for machine learning in 2020 and provides projections for the expected market size through 2026.
The scope of the study includes machine learning platforms and associated services. However, hardware components like data servers, GPUs, and other hardware devices; physical services for repair and maintaining of IT Infrastructure; revenue generated for B2C adoption; and third-party vendors are not part of the scope.
Report Includes:
- 38 data tables and 51 additional tables
- An overview of the global market for machine learning
- Estimation of the market size and analyses of global market trends, with data from 2020, 2021, estimates for 2022 with projections of compound annual growth rates (CAGRs) through 2026 and identification of segments with high growth potential and their future applications
- Characterization and quantification of market potential for machine learning by type, solution, organization size, deployment mode, end use, and region
- Coverage of evolution and future of machine learning technology, and discussion on process flow of machine learning
- Identification of market drivers, restraints and other forces impacting the global market and evaluation of current market size and forecast, and assessment of new developments in the industry
- Market share analysis of the key companies of the industry and coverage of their proprietary technologies, strategic alliances, and other key market strategies and a relevant patent analysis
- Comprehensive company profiles of the leading players, including Alphabet (Google), Amazon.com Inc., IBM, Microsoft, Salesforce.com and Intel Corp.
CHAPTER 1 INTRODUCTION
Study Goals and Objectives
Scope of Report
What's New in This Update
Reasons for Doing the Study
Intended Audiences
Information Sources
Methodology
Geographic Breakdown
Analyst's Credentials
BCC Custom Research
Related BCC Research Reports
CHAPTER 2 SUMMARY AND HIGHLIGHTS
CHAPTER 3 MARKET OVERVIEW
Introduction
Market Dynamics
Market Drivers
Market Challenges
Market Opportunities
Evolution of Machine Learning Technology
Technology Analysis
Process Flow of Machine Learning
Future of Machine Learning
Case Study Analysis
Value Chain Analysis
Data Providers
Platform Providers
Application Developers/Agents
Solution Providers
Impact of COVID-19 on the Market for Machine Learning
CHAPTER 4 MARKET BREAKDOWN BY TYPE OF MACHINE LEARNING
Introduction
Supervised Learning
Unsupervised Learning
Semi-supervised Learning
Reinforcement Learning
CHAPTER 5 MARKET BREAKDOWN BY SOLUTION
Introduction
Software
Software Platform Components
Services
Integration and Deployment
Training and Consulting
Support and Maintenance
CHAPTER 6 MARKET BREAKDOWN BY ORGANIZATION SIZE
Introduction
Large Enterprises
Benefits for Large Enterprises
Small and Medium Enterprises (SMEs)
CHAPTER 7 MARKET BREAKDOWN BY DEPLOYMENT MODE
Introduction
On-premises
Cloud
CHAPTER 8 MARKET BREAKDOWN BY END USE
Introduction
Banking, Financial Services and Insurance (BFSI)
Machine-Learning Applications
Healthcare and Life Sciences
Machine-Learning Applications
Retail
Machine-Learning Applications
IT and Telecommunication
Machine-Learning Applications
Government and Defense
Machine-Learning Applications
Manufacturing
Machine-Learning Applications
Energy and Utilities
Machine-Learning Applications
Others
CHAPTER 9 MARKET BREAKDOWN BY REGION
Total Global Value by Region
North America
Europe
Asia-Pacific
Rest of the World (RoW)
CHAPTER 10 COMPETITIVE LANDSCAPE
Strategic Analysis
Key Product launches and Developments
Key Collaborations, Partnerships and Agreements
Key Acquisitions and Expansions
Funding of Emerging Startups
Comparison of the Platforms Used by Major Cloud Vendors
CHAPTER 11 COMPANY PROFILES
ALPHABET INC. (GOOGLE INC.)
ALTERYX
AMAZON.COM INC.
ANACONDA
BAIDU INC.
BIGML INC.
FAIR ISAAC CORP. (FICO)
HEWLETT PACKARD ENTERPRISE (HPE)
H20.AI
IBM
INTEL CORP.
KNIME
MATHWORKS
MICROSOFT
ORACLE CORP.
RAPIDMINER
SAS INC.
SAP SE
SALESFORCE.COM
CHAPTER 12 APPENDIX: LIST OF ACRONYMS@LIST OF TABLES
Summary Table: Global Market for Machine Learning, by Region, Through 2026
Table 1: Regional User Data Privacy Acts
Table 2: Developments by Governments in Machine Learning
Table 3: Implementation of Technologies based on Machine Learning: Royal Dutch Shell (Shell)
Table 4: Implementation of Technologies based on Machine Learning: Geisinger Health System
Table 5: Implementation of Technologies based on Machine Learning: Xbox One
Table 6: Implementation of Technologies based on Machine Learning: Eagle Industry Co., Ltd.
Table 7: Implementation of Technologies based on Machine Learning: Metropolitan Museum of Art (the Met)
Table 8: Global Market for Machine Learning, by Solution, Through 2026
Table 9: Global Market for Software in Machine Learning, by Region, Through 2026
Table 10: Global Market for Machine Learning Services, by Region, Through 2026
Table 11: Global Market for Machine Learning, by Organization Size, Through 2026
Table 12: Global Market for Machine Learning for Large Enterprises, by Region, Through 2026
Table 13: Global Market for Machine Learning for SMEs, by Region, Through 2026
Table 14: Global Market for Machine Learning, by Deployment Mode, Through 2026
Table 15: Global Market for On-premise Machine Learning, by Region, Through 2026
Table 16: Global Market for Cloud Machine Learning, by Region, Through 2026
Table 17: Global Market for Machine Learning, by End Use, Through 2026
Table 18: Global Market for Machine Learning in BFSI Sector End Uses, by Region, Through 2026
Table 19: Global Market for Machine Learning in Healthcare and Life Sciences End Uses, by Region, Through 2026
Table 20: Global Market for Machine Learning in Retail End Uses, by Region, Through 2026
Table 21: Global Market for Machine Learning in IT and Telecom End Uses, by Region, Through 2026
Table 22: Global Market for Machine Learning in Government and Defense End Uses, by Region, Through 2026
Table 23: Global Market for Machine Learning in Manufacturing End Uses, by Region, Through 2026
Table 24: Global Market for Machine Learning in Energy and Utility End Uses, by Region, Through 2026
Table 25: Global Market for Machine Learning in Other End Uses, by Region, Through 2026
Table 26: Global Market for Machine Learning, by Region, Through 2026
Table 27: North American Market for Machine Learning, by Solution, Through 2026
Table 28: North American Market for Machine Learning, by Organization Size, Through 2026
Table 29: North American Market for Machine Learning, by Deployment Mode, Through 2026
Table 30: North American Market for Machine Learning, by End Use, Through 2026
Table 31: North American Market for Machine Learning, by Country, Through 2026
Table 32: European Market for Machine Learning, by Solution, Through 2026
Table 33: European Market for Machine Learning, by Organization Size, Through 2026
Table 34: European Market for Machine Learning, by Deployment Mode, Through 2026
Table 35: European Market for Machine Learning, by End Use, Through 2026
Table 36: European Market for Machine Learning, by Country, Through 2026
Table 37: Asia-Pacific Market for Machine Learning, by Solution, Through 2026
Table 38: Asia-Pacific Market for Machine Learning, by Organization Size, Through 2026
Table 39: Asia-Pacific Market for Machine Learning, by Deployment Mode, Through 2026
Table 40: Asia-Pacific Market for Machine Learning, by End Use, Through 2026
Table 41: Asia-Pacific Market for Machine Learning, by Country, Through 2026
Table 42: RoW Market for Machine Learning, by Solution, Through 2026
Table 43: RoW Market for Machine Learning, by Organization Size, Through 2026
Table 44: RoW Market for Machine Learning, by Deployment Mode, Through 2026
Table 45: RoW Market for Machine Learning, by End Use, Through 2026
Table 46: Product launches and Developments in the Global Market for Machine Learning, 2020 and 2021
Table 47: Collaborations, Partnerships and Agreements in the Global Market for Machine Learning, 2020 and 2021
Table 48: Global Machine Learning Market, Acquisitions, Announcements, and Expansions 2020 and 2021
Table 49: Global Machine Learning Market, Money Raised
Table 50: Comparison of the Platforms Used by Major Cloud Vendors, by Service
Table 51: Comparison of the Platforms Used by Major Cloud Vendors, by Product
Table 52: Comparison of the Platforms Used by Major Cloud Vendors, by Pricing
Table 53: Alphabet Inc.: Product/Services
Table 54: Alphabet (Google): Recent Developments, 2020 and 2021
Table 55: Alteryx: Product/Services
Table 56: Alteryx: Recent Developments, 2020 and 2021
Table 57: Amazon.com Inc.: Product/Services
Table 58: Amazon.com Inc.: Recent Developments, 2020 and 2021
Table 59: Anaconda: Product/Services
Table 60: Anaconda: Recent Developments, 2020 and 2021
Table 61: BigML: Products and Services
Table 62: Fair Isaac Corp.: Products and Services
Table 63: Fair Isaac Corp.: Recent Developments, 2020 and 2021
Table 64: HPE: Product/Services
Table 65: HPE: Recent Developments, 2021
Table 66: H2O.ai: Products and Services
Table 67: H2O.ai: Recent Developments, 2021
Table 68: IBM: Product/Services
Table 69: IBM: Recent Developments, 2020 and 2021
Table 70: Intel Corp.: Products and Services
Table 71: Intel Corp.: Recent Developments, 2020 and 2021
Table 72: KNIME: Product/Services
Table 73: KNIME: Recent Developments, 2020 and 2021
Table 74: MathWorks: Product/Services
Table 75: MathWorks: Recent Developments, 2020 and 2021
Table 76: Microsoft: Product/Services
Table 77: Microsoft: Recent Developments, 2020 and 2021
Table 78: Oracle Corp.: Products and Services
Table 79: Oracle Corp.: Recent Developments, 2020 and 2021
Table 80: RapidMiner: Product/Services
Table 81: RapidMiner: Recent Developments, 2020 and 2021
Table 82: SAS: Product/Services
Table 83: SAS: Recent Developments, 2020 and 2021
Table 84: SAP SE: Product/Services Information
Table 85: SAP SE: Recent Developments, 2020 and 2021
Table 86: Salesforce.com: Product/Services
Table 87: Salesforce.com: Recent Developments, 2020 and 2021
Table 88: Acronyms Used in This Report@List of Figures
Summary Figure: Global Market Shares of Machine Learning, by Region, 2021
Figure 1: Machine Learning Market Dynamics
Figure 2: Machine Learning Enterprise Adoption
Figure 3: Benefits of Cloud-based Machine Learning
Figure 4: IoT Statistics
Figure 5: Historical Breakthroughs in Machine Learning
Figure 6: Technology Ecosystem of Machine Learning
Figure 7: Process Flow of Machine Learning
Figure 8: Value Chain Analysis of Machine Learning
Figure 9: Global Market Shares of Machine Learning, by Solution, 2020
Figure 10: Global Market Shares of Machine Learning, by Solution, 2026
Figure 11: Machine Learning Software
Figure 12: Global Market Shares of Software in Machine Learning, by Region, 2020
Figure 13: Global Market Shares of Software in Machine Learning, by Region, 2026
Figure 14: Global Market Shares of Machine Learning Services, by Region, 2020
Figure 15: Global Market Shares of Machine Learning Services, by Region, 2026
Figure 16: Global Market Shares of Machine Learning, by Organization Size, 2020
Figure 17: Global Market Shares of Machine Learning, by Organization Size, 2026
Figure 18: Global Market Shares of Machine Learning for Large Enterprises, by Region, 2020
Figure 19: Global Market Shares of Machine Learning for Large Enterprises, by Region, 2026
Figure 20: Global Market Shares of Machine Learning for SMEs, by Region, 2020
Figure 21: Global Market Shares of Machine Learning for SMEs, by Region, 2026
Figure 22: Global Market Shares of Machine Learning, by Deployment Mode, 2020
Figure 23: Global Market Shares of Machine Learning, by Deployment Mode, 2026
Figure 24: Global Market Shares of On-premise Machine Learning, by Region, 2020
Figure 25: Global Market Shares of On-premise Machine Learning, by Region, 2026
Figure 26: Global Market Shares of Cloud Machine Learning, by Region, 2020
Figure 27: Global Market Shares of Cloud Machine Learning, by Region, 2026
Figure 28: Global Market Shares of Machine Learning, by End Use, 2020
Figure 29: Global Market Shares of Machine Learning, by End Use, 2026
Figure 30: Impact of False Decline Transactions in the U.S., 2018-2021
Figure 31: Global Market Shares of Machine Learning in BFSI End Uses, by Region, 2020
Figure 32: Global Market Shares of Machine Learning in BFSI End Uses, by Region, 2026
Figure 33: Global Market Shares of Machine Learning in Healthcare and Life Sciences End Uses, by Region, 2020
Figure 34: Global Market Shares of Machine Learning in Healthcare and Life Sciences End Uses, by Region, 2026
Figure 35: Global Market Shares of Machine Learning in Retail End Uses, by Region, 2020
Figure 36: Global Market Shares of Machine Learning in Retail End Uses, by Region, 2026
Figure 37: Global Market Shares of Machine Learning in IT and Telecom End Uses, by Region, 2020
Figure 38: Global Market Shares of Machine Learning in IT and Telecom End Uses, by Region, 2026
Figure 39: Global Market Shares of Machine Learning in Government and Defense End Uses, by Region, 2020
Figure 40: Global Market Shares of Machine Learning in Government and Defense End Uses, by Region, 2026
Figure 41: Global Market Shares of Machine Learning in Manufacturing End Uses, by Region, 2020
Figure 42: Global Market Shares of Machine Learning in Healthcare and the Life Science End Uses, by Region, 2026
Figure 43: Global Market Shares of Machine Learning in Energy and Utility End Uses, by Region, 2020
Figure 44: Global Market Shares of Machine Learning in Energy and Utility End Uses, by Region, 2026
Figure 45: Global Market Shares of Machine Learning in Other End Uses, by Region, 2020
Figure 46: Global Market Shares of Machine Learning in Other End Uses, by Region, 2026
Figure 47: Global Machine Learning Market, by Region
Figure 48: Global Market Shares of Machine Learning, by Region, 2020
Figure 49: Global Market Shares of Machine Learning, by Region, 2026
Figure 50: Top Countries Shares for Higher Education
Figure 51: U.S. Market for Machine Learning, 2020-2026
Figure 52: Canadian Market for Machine Learning, 2020-2026
Figure 53: U.K. Market for Machine Learning, 2020-2026
Figure 54: German Market for Machine Learning, 2020-2026
Figure 55: French Market for Machine Learning, 2020-2026
Figure 56: Rest of European Market for Machine Learning, 2020-2026
Figure 57: Chinese Market for Machine Learning, 2020-2026
Figure 58: Indian Market for Machine Learning, 2020-2026
Figure 59: Japanese Market for Machine Learning, 2020-2026
Figure 60: Rest of Asia-Pacific Market for Machine Learning, 2020-2026
Figure 61: Shares of the Most Followed Strategies Used in the Global Machine Learning Market, 2020 and 2021
Figure 62: Alphabet (Google): Revenue, 2018-2020
Figure 63: Alteryx: Revenue, 2018-2020
Figure 64: Amazon.com Inc.: Revenue, 2018-2020
Figure 65: Baidu Inc.: Revenue
Figure 66: Fair Isaac Corp.: Revenue, 2018-2020
Figure 67: HPE: Revenue, 2018-2020
Figure 68: IBM: Revenue, 2018-2020
Figure 69: Intel Corp.: Revenue, 2018-2020
Figure 70: Microsoft: Revenue, 2018-2020
Figure 71: Oracle Corp.: Revenue, 2019-2021
Figure 72: SAP SE: Revenue, 2018-2020
Figure 73: Salesforce.com: Revenue, 2018-2020
Study Goals and Objectives
Scope of Report
What's New in This Update
Reasons for Doing the Study
Intended Audiences
Information Sources
Methodology
Geographic Breakdown
Analyst's Credentials
BCC Custom Research
Related BCC Research Reports
CHAPTER 2 SUMMARY AND HIGHLIGHTS
CHAPTER 3 MARKET OVERVIEW
Introduction
Market Dynamics
Market Drivers
Market Challenges
Market Opportunities
Evolution of Machine Learning Technology
Technology Analysis
Process Flow of Machine Learning
Future of Machine Learning
Case Study Analysis
Value Chain Analysis
Data Providers
Platform Providers
Application Developers/Agents
Solution Providers
Impact of COVID-19 on the Market for Machine Learning
CHAPTER 4 MARKET BREAKDOWN BY TYPE OF MACHINE LEARNING
Introduction
Supervised Learning
Unsupervised Learning
Semi-supervised Learning
Reinforcement Learning
CHAPTER 5 MARKET BREAKDOWN BY SOLUTION
Introduction
Software
Software Platform Components
Services
Integration and Deployment
Training and Consulting
Support and Maintenance
CHAPTER 6 MARKET BREAKDOWN BY ORGANIZATION SIZE
Introduction
Large Enterprises
Benefits for Large Enterprises
Small and Medium Enterprises (SMEs)
CHAPTER 7 MARKET BREAKDOWN BY DEPLOYMENT MODE
Introduction
On-premises
Cloud
CHAPTER 8 MARKET BREAKDOWN BY END USE
Introduction
Banking, Financial Services and Insurance (BFSI)
Machine-Learning Applications
Healthcare and Life Sciences
Machine-Learning Applications
Retail
Machine-Learning Applications
IT and Telecommunication
Machine-Learning Applications
Government and Defense
Machine-Learning Applications
Manufacturing
Machine-Learning Applications
Energy and Utilities
Machine-Learning Applications
Others
CHAPTER 9 MARKET BREAKDOWN BY REGION
Total Global Value by Region
North America
Europe
Asia-Pacific
Rest of the World (RoW)
CHAPTER 10 COMPETITIVE LANDSCAPE
Strategic Analysis
Key Product launches and Developments
Key Collaborations, Partnerships and Agreements
Key Acquisitions and Expansions
Funding of Emerging Startups
Comparison of the Platforms Used by Major Cloud Vendors
CHAPTER 11 COMPANY PROFILES
ALPHABET INC. (GOOGLE INC.)
ALTERYX
AMAZON.COM INC.
ANACONDA
BAIDU INC.
BIGML INC.
FAIR ISAAC CORP. (FICO)
HEWLETT PACKARD ENTERPRISE (HPE)
H20.AI
IBM
INTEL CORP.
KNIME
MATHWORKS
MICROSOFT
ORACLE CORP.
RAPIDMINER
SAS INC.
SAP SE
SALESFORCE.COM
CHAPTER 12 APPENDIX: LIST OF ACRONYMS@LIST OF TABLES
Summary Table: Global Market for Machine Learning, by Region, Through 2026
Table 1: Regional User Data Privacy Acts
Table 2: Developments by Governments in Machine Learning
Table 3: Implementation of Technologies based on Machine Learning: Royal Dutch Shell (Shell)
Table 4: Implementation of Technologies based on Machine Learning: Geisinger Health System
Table 5: Implementation of Technologies based on Machine Learning: Xbox One
Table 6: Implementation of Technologies based on Machine Learning: Eagle Industry Co., Ltd.
Table 7: Implementation of Technologies based on Machine Learning: Metropolitan Museum of Art (the Met)
Table 8: Global Market for Machine Learning, by Solution, Through 2026
Table 9: Global Market for Software in Machine Learning, by Region, Through 2026
Table 10: Global Market for Machine Learning Services, by Region, Through 2026
Table 11: Global Market for Machine Learning, by Organization Size, Through 2026
Table 12: Global Market for Machine Learning for Large Enterprises, by Region, Through 2026
Table 13: Global Market for Machine Learning for SMEs, by Region, Through 2026
Table 14: Global Market for Machine Learning, by Deployment Mode, Through 2026
Table 15: Global Market for On-premise Machine Learning, by Region, Through 2026
Table 16: Global Market for Cloud Machine Learning, by Region, Through 2026
Table 17: Global Market for Machine Learning, by End Use, Through 2026
Table 18: Global Market for Machine Learning in BFSI Sector End Uses, by Region, Through 2026
Table 19: Global Market for Machine Learning in Healthcare and Life Sciences End Uses, by Region, Through 2026
Table 20: Global Market for Machine Learning in Retail End Uses, by Region, Through 2026
Table 21: Global Market for Machine Learning in IT and Telecom End Uses, by Region, Through 2026
Table 22: Global Market for Machine Learning in Government and Defense End Uses, by Region, Through 2026
Table 23: Global Market for Machine Learning in Manufacturing End Uses, by Region, Through 2026
Table 24: Global Market for Machine Learning in Energy and Utility End Uses, by Region, Through 2026
Table 25: Global Market for Machine Learning in Other End Uses, by Region, Through 2026
Table 26: Global Market for Machine Learning, by Region, Through 2026
Table 27: North American Market for Machine Learning, by Solution, Through 2026
Table 28: North American Market for Machine Learning, by Organization Size, Through 2026
Table 29: North American Market for Machine Learning, by Deployment Mode, Through 2026
Table 30: North American Market for Machine Learning, by End Use, Through 2026
Table 31: North American Market for Machine Learning, by Country, Through 2026
Table 32: European Market for Machine Learning, by Solution, Through 2026
Table 33: European Market for Machine Learning, by Organization Size, Through 2026
Table 34: European Market for Machine Learning, by Deployment Mode, Through 2026
Table 35: European Market for Machine Learning, by End Use, Through 2026
Table 36: European Market for Machine Learning, by Country, Through 2026
Table 37: Asia-Pacific Market for Machine Learning, by Solution, Through 2026
Table 38: Asia-Pacific Market for Machine Learning, by Organization Size, Through 2026
Table 39: Asia-Pacific Market for Machine Learning, by Deployment Mode, Through 2026
Table 40: Asia-Pacific Market for Machine Learning, by End Use, Through 2026
Table 41: Asia-Pacific Market for Machine Learning, by Country, Through 2026
Table 42: RoW Market for Machine Learning, by Solution, Through 2026
Table 43: RoW Market for Machine Learning, by Organization Size, Through 2026
Table 44: RoW Market for Machine Learning, by Deployment Mode, Through 2026
Table 45: RoW Market for Machine Learning, by End Use, Through 2026
Table 46: Product launches and Developments in the Global Market for Machine Learning, 2020 and 2021
Table 47: Collaborations, Partnerships and Agreements in the Global Market for Machine Learning, 2020 and 2021
Table 48: Global Machine Learning Market, Acquisitions, Announcements, and Expansions 2020 and 2021
Table 49: Global Machine Learning Market, Money Raised
Table 50: Comparison of the Platforms Used by Major Cloud Vendors, by Service
Table 51: Comparison of the Platforms Used by Major Cloud Vendors, by Product
Table 52: Comparison of the Platforms Used by Major Cloud Vendors, by Pricing
Table 53: Alphabet Inc.: Product/Services
Table 54: Alphabet (Google): Recent Developments, 2020 and 2021
Table 55: Alteryx: Product/Services
Table 56: Alteryx: Recent Developments, 2020 and 2021
Table 57: Amazon.com Inc.: Product/Services
Table 58: Amazon.com Inc.: Recent Developments, 2020 and 2021
Table 59: Anaconda: Product/Services
Table 60: Anaconda: Recent Developments, 2020 and 2021
Table 61: BigML: Products and Services
Table 62: Fair Isaac Corp.: Products and Services
Table 63: Fair Isaac Corp.: Recent Developments, 2020 and 2021
Table 64: HPE: Product/Services
Table 65: HPE: Recent Developments, 2021
Table 66: H2O.ai: Products and Services
Table 67: H2O.ai: Recent Developments, 2021
Table 68: IBM: Product/Services
Table 69: IBM: Recent Developments, 2020 and 2021
Table 70: Intel Corp.: Products and Services
Table 71: Intel Corp.: Recent Developments, 2020 and 2021
Table 72: KNIME: Product/Services
Table 73: KNIME: Recent Developments, 2020 and 2021
Table 74: MathWorks: Product/Services
Table 75: MathWorks: Recent Developments, 2020 and 2021
Table 76: Microsoft: Product/Services
Table 77: Microsoft: Recent Developments, 2020 and 2021
Table 78: Oracle Corp.: Products and Services
Table 79: Oracle Corp.: Recent Developments, 2020 and 2021
Table 80: RapidMiner: Product/Services
Table 81: RapidMiner: Recent Developments, 2020 and 2021
Table 82: SAS: Product/Services
Table 83: SAS: Recent Developments, 2020 and 2021
Table 84: SAP SE: Product/Services Information
Table 85: SAP SE: Recent Developments, 2020 and 2021
Table 86: Salesforce.com: Product/Services
Table 87: Salesforce.com: Recent Developments, 2020 and 2021
Table 88: Acronyms Used in This Report@List of Figures
Summary Figure: Global Market Shares of Machine Learning, by Region, 2021
Figure 1: Machine Learning Market Dynamics
Figure 2: Machine Learning Enterprise Adoption
Figure 3: Benefits of Cloud-based Machine Learning
Figure 4: IoT Statistics
Figure 5: Historical Breakthroughs in Machine Learning
Figure 6: Technology Ecosystem of Machine Learning
Figure 7: Process Flow of Machine Learning
Figure 8: Value Chain Analysis of Machine Learning
Figure 9: Global Market Shares of Machine Learning, by Solution, 2020
Figure 10: Global Market Shares of Machine Learning, by Solution, 2026
Figure 11: Machine Learning Software
Figure 12: Global Market Shares of Software in Machine Learning, by Region, 2020
Figure 13: Global Market Shares of Software in Machine Learning, by Region, 2026
Figure 14: Global Market Shares of Machine Learning Services, by Region, 2020
Figure 15: Global Market Shares of Machine Learning Services, by Region, 2026
Figure 16: Global Market Shares of Machine Learning, by Organization Size, 2020
Figure 17: Global Market Shares of Machine Learning, by Organization Size, 2026
Figure 18: Global Market Shares of Machine Learning for Large Enterprises, by Region, 2020
Figure 19: Global Market Shares of Machine Learning for Large Enterprises, by Region, 2026
Figure 20: Global Market Shares of Machine Learning for SMEs, by Region, 2020
Figure 21: Global Market Shares of Machine Learning for SMEs, by Region, 2026
Figure 22: Global Market Shares of Machine Learning, by Deployment Mode, 2020
Figure 23: Global Market Shares of Machine Learning, by Deployment Mode, 2026
Figure 24: Global Market Shares of On-premise Machine Learning, by Region, 2020
Figure 25: Global Market Shares of On-premise Machine Learning, by Region, 2026
Figure 26: Global Market Shares of Cloud Machine Learning, by Region, 2020
Figure 27: Global Market Shares of Cloud Machine Learning, by Region, 2026
Figure 28: Global Market Shares of Machine Learning, by End Use, 2020
Figure 29: Global Market Shares of Machine Learning, by End Use, 2026
Figure 30: Impact of False Decline Transactions in the U.S., 2018-2021
Figure 31: Global Market Shares of Machine Learning in BFSI End Uses, by Region, 2020
Figure 32: Global Market Shares of Machine Learning in BFSI End Uses, by Region, 2026
Figure 33: Global Market Shares of Machine Learning in Healthcare and Life Sciences End Uses, by Region, 2020
Figure 34: Global Market Shares of Machine Learning in Healthcare and Life Sciences End Uses, by Region, 2026
Figure 35: Global Market Shares of Machine Learning in Retail End Uses, by Region, 2020
Figure 36: Global Market Shares of Machine Learning in Retail End Uses, by Region, 2026
Figure 37: Global Market Shares of Machine Learning in IT and Telecom End Uses, by Region, 2020
Figure 38: Global Market Shares of Machine Learning in IT and Telecom End Uses, by Region, 2026
Figure 39: Global Market Shares of Machine Learning in Government and Defense End Uses, by Region, 2020
Figure 40: Global Market Shares of Machine Learning in Government and Defense End Uses, by Region, 2026
Figure 41: Global Market Shares of Machine Learning in Manufacturing End Uses, by Region, 2020
Figure 42: Global Market Shares of Machine Learning in Healthcare and the Life Science End Uses, by Region, 2026
Figure 43: Global Market Shares of Machine Learning in Energy and Utility End Uses, by Region, 2020
Figure 44: Global Market Shares of Machine Learning in Energy and Utility End Uses, by Region, 2026
Figure 45: Global Market Shares of Machine Learning in Other End Uses, by Region, 2020
Figure 46: Global Market Shares of Machine Learning in Other End Uses, by Region, 2026
Figure 47: Global Machine Learning Market, by Region
Figure 48: Global Market Shares of Machine Learning, by Region, 2020
Figure 49: Global Market Shares of Machine Learning, by Region, 2026
Figure 50: Top Countries Shares for Higher Education
Figure 51: U.S. Market for Machine Learning, 2020-2026
Figure 52: Canadian Market for Machine Learning, 2020-2026
Figure 53: U.K. Market for Machine Learning, 2020-2026
Figure 54: German Market for Machine Learning, 2020-2026
Figure 55: French Market for Machine Learning, 2020-2026
Figure 56: Rest of European Market for Machine Learning, 2020-2026
Figure 57: Chinese Market for Machine Learning, 2020-2026
Figure 58: Indian Market for Machine Learning, 2020-2026
Figure 59: Japanese Market for Machine Learning, 2020-2026
Figure 60: Rest of Asia-Pacific Market for Machine Learning, 2020-2026
Figure 61: Shares of the Most Followed Strategies Used in the Global Machine Learning Market, 2020 and 2021
Figure 62: Alphabet (Google): Revenue, 2018-2020
Figure 63: Alteryx: Revenue, 2018-2020
Figure 64: Amazon.com Inc.: Revenue, 2018-2020
Figure 65: Baidu Inc.: Revenue
Figure 66: Fair Isaac Corp.: Revenue, 2018-2020
Figure 67: HPE: Revenue, 2018-2020
Figure 68: IBM: Revenue, 2018-2020
Figure 69: Intel Corp.: Revenue, 2018-2020
Figure 70: Microsoft: Revenue, 2018-2020
Figure 71: Oracle Corp.: Revenue, 2019-2021
Figure 72: SAP SE: Revenue, 2018-2020
Figure 73: Salesforce.com: Revenue, 2018-2020
