
Machine Learning: Global Markets to 2026
Description
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:
- 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.
Companies Mentioned
ALPHABET INC. (GOOGLE INC.)
Alteryx
AMAZON.COM INC.
Anaconda
BAIDU INC.
BIGML INC.
Fair Isaac Corp. (fico)
H20.AI
HEWLETT PACKARD ENTERPRISE (HPE)
IBM
INTEL CORP.
Knime
Mathworks
MICROSOFT
ORACLE CORP.
Rapidminer
SALESFORCE.COM
SAP SE
Sas Inc.
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:
- 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.
Companies Mentioned
ALPHABET INC. (GOOGLE INC.)
Alteryx
AMAZON.COM INC.
Anaconda
BAIDU INC.
BIGML INC.
Fair Isaac Corp. (fico)
H20.AI
HEWLETT PACKARD ENTERPRISE (HPE)
IBM
INTEL CORP.
Knime
Mathworks
MICROSOFT
ORACLE CORP.
Rapidminer
SALESFORCE.COM
SAP SE
Sas Inc.
Table of Contents
167 Pages
- 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
Pricing
Currency Rates
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