Self-supervised learning (SSL)?is an evolving machine learning technique poised to solve the challenges posed by the over-dependence of labeled data. For many years, building intelligent systems using machine learning methods has been largely dependent on good quality labeled data.?
This report contains market size and forecasts of Self-supervised Learning in Global, including the following market information:
Global Self-supervised Learning Market Revenue, 2017-2022, 2023-2028, ($ millions)
Global top five companies in 2021 (%)
The global Self-supervised Learning market was valued at US$ million in 2021 and is projected to reach US$ million by 2028, at a CAGR of % during the forecast period 2022-2028.
Factors such as the increasing applications of technologies such as voice recognition & face detection and the increasing need to streamline workflow across industries are driving the demand for self-supervised learning applications among industries.
Publisher has surveyed the Self-supervised Learning companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Self-supervised Learning Market, by Type, 2017-2022, 2023-2028 ($ millions)
Global Self-supervised Learning Market Segment Percentages, by Type, 2021 (%)
Natural Language Processing (NLP)
Computer Vision
Speech Processing
Global Self-supervised Learning Market, by Application, 2017-2022, 2023-2028 ($ millions)
Global Self-supervised Learning Market Segment Percentages, by Application, 2021 (%)
Healthcare
BFSI
Automotive & Transportation
Software Development (IT)
Advertising & Media
Others
Global Self-supervised Learning Market, By Region and Country, 2017-2022, 2023-2028 ($ Millions)
Global Self-supervised Learning Market Segment Percentages, By Region and Country, 2021 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Self-supervised Learning revenues in global market, 2017-2022 (estimated), ($ millions)
Key companies Self-supervised Learning revenues share in global market, 2021 (%)
Further, the report presents profiles of competitors in the market, key players include:
IBM
Alphabet Inc. (Google LLC)
Microsoft
Amazon Web Services, Inc.
SAS Institute Inc.
Dataiku
The MathWorks, Inc.
Meta
Databricks
DataRobot, Inc.
Apple Inc.
Tesla
Baidu, Inc.
Table of Contents
1 Introduction to Research & Analysis Reports
1.1 Self-supervised Learning Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Self-supervised Learning Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Self-supervised Learning Overall Market Size
2.1 Global Self-supervised Learning Market Size: 2021 VS 2028
2.2 Global Self-supervised Learning Market Size, Prospects & Forecasts: 2017-2028
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Self-supervised Learning Players in Global Market
3.2 Top Global Self-supervised Learning Companies Ranked by Revenue
3.3 Global Self-supervised Learning Revenue by Companies
3.4 Top 3 and Top 5 Self-supervised Learning Companies in Global Market, by Revenue in 2021
3.5 Global Companies Self-supervised Learning Product Type
3.6 Tier 1, Tier 2 and Tier 3 Self-supervised Learning Players in Global Market
3.6.1 List of Global Tier 1 Self-supervised Learning Companies
3.6.2 List of Global Tier 2 and Tier 3 Self-supervised Learning Companies
4 Market Sights by Product
4.1 Overview
4.1.1 by Type - Global Self-supervised Learning Market Size Markets, 2021 & 2028
4.1.2 Natural Language Processing (NLP)
4.1.3 Computer Vision
4.1.4 Speech Processing
4.2 By Type - Global Self-supervised Learning Revenue & Forecasts
4.2.1 By Type - Global Self-supervised Learning Revenue, 2017-2022
4.2.2 By Type - Global Self-supervised Learning Revenue, 2023-2028
4.2.3 By Type - Global Self-supervised Learning Revenue Market Share, 2017-2028
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Self-supervised Learning Market Size, 2021 & 2028
5.1.2 Healthcare
5.1.3 BFSI
5.1.4 Automotive & Transportation
5.1.5 Software Development (IT)
5.1.6 Advertising & Media
5.1.7 Others
5.2 By Application - Global Self-supervised Learning Revenue & Forecasts
5.2.1 By Application - Global Self-supervised Learning Revenue, 2017-2022
5.2.2 By Application - Global Self-supervised Learning Revenue, 2023-2028
5.2.3 By Application - Global Self-supervised Learning Revenue Market Share, 2017-2028
6 Sights by Region
6.1 By Region - Global Self-supervised Learning Market Size, 2021 & 2028
6.2 By Region - Global Self-supervised Learning Revenue & Forecasts
6.2.1 By Region - Global Self-supervised Learning Revenue, 2017-2022
6.2.2 By Region - Global Self-supervised Learning Revenue, 2023-2028
6.2.3 By Region - Global Self-supervised Learning Revenue Market Share, 2017-2028
6.3 North America
6.3.1 By Country - North America Self-supervised Learning Revenue, 2017-2028
6.3.2 US Self-supervised Learning Market Size, 2017-2028
6.3.3 Canada Self-supervised Learning Market Size, 2017-2028
6.3.4 Mexico Self-supervised Learning Market Size, 2017-2028
6.4 Europe
6.4.1 By Country - Europe Self-supervised Learning Revenue, 2017-2028
6.4.2 Germany Self-supervised Learning Market Size, 2017-2028
6.4.3 France Self-supervised Learning Market Size, 2017-2028
6.4.4 U.K. Self-supervised Learning Market Size, 2017-2028
6.4.5 Italy Self-supervised Learning Market Size, 2017-2028
6.4.6 Russia Self-supervised Learning Market Size, 2017-2028
6.4.7 Nordic Countries Self-supervised Learning Market Size, 2017-2028
6.4.8 Benelux Self-supervised Learning Market Size, 2017-2028
6.5 Asia
6.5.1 By Region - Asia Self-supervised Learning Revenue, 2017-2028
6.5.2 China Self-supervised Learning Market Size, 2017-2028
6.5.3 Japan Self-supervised Learning Market Size, 2017-2028
6.5.4 South Korea Self-supervised Learning Market Size, 2017-2028
6.5.5 Southeast Asia Self-supervised Learning Market Size, 2017-2028
6.5.6 India Self-supervised Learning Market Size, 2017-2028
6.6 South America
6.6.1 By Country - South America Self-supervised Learning Revenue, 2017-2028
6.6.2 Brazil Self-supervised Learning Market Size, 2017-2028
6.6.3 Argentina Self-supervised Learning Market Size, 2017-2028
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Self-supervised Learning Revenue, 2017-2028
6.7.2 Turkey Self-supervised Learning Market Size, 2017-2028
6.7.3 Israel Self-supervised Learning Market Size, 2017-2028
6.7.4 Saudi Arabia Self-supervised Learning Market Size, 2017-2028
6.7.5 UAE Self-supervised Learning Market Size, 2017-2028
7 Players Profiles
7.1 IBM
7.1.1 IBM Corporate Summary
7.1.2 IBM Business Overview
7.1.3 IBM Self-supervised Learning Major Product Offerings
7.1.4 IBM Self-supervised Learning Revenue in Global Market (2017-2022)
7.1.5 IBM Key News
7.2 Alphabet Inc. (Google LLC)
7.2.1 Alphabet Inc. (Google LLC) Corporate Summary
7.2.2 Alphabet Inc. (Google LLC) Business Overview
7.2.3 Alphabet Inc. (Google LLC) Self-supervised Learning Major Product Offerings
7.2.4 Alphabet Inc. (Google LLC) Self-supervised Learning Revenue in Global Market (2017-2022)
7.2.5 Alphabet Inc. (Google LLC) Key News
7.3 Microsoft
7.3.1 Microsoft Corporate Summary
7.3.2 Microsoft Business Overview
7.3.3 Microsoft Self-supervised Learning Major Product Offerings
7.3.4 Microsoft Self-supervised Learning Revenue in Global Market (2017-2022)
7.3.5 Microsoft Key News
7.4 Amazon Web Services, Inc.
7.4.1 Amazon Web Services, Inc. Corporate Summary
7.4.2 Amazon Web Services, Inc. Business Overview
7.4.3 Amazon Web Services, Inc. Self-supervised Learning Major Product Offerings
7.4.4 Amazon Web Services, Inc. Self-supervised Learning Revenue in Global Market (2017-2022)
7.4.5 Amazon Web Services, Inc. Key News
7.5 SAS Institute Inc.
7.5.1 SAS Institute Inc. Corporate Summary
7.5.2 SAS Institute Inc. Business Overview
7.5.3 SAS Institute Inc. Self-supervised Learning Major Product Offerings
7.5.4 SAS Institute Inc. Self-supervised Learning Revenue in Global Market (2017-2022)
7.5.5 SAS Institute Inc. Key News
7.6 Dataiku
7.6.1 Dataiku Corporate Summary
7.6.2 Dataiku Business Overview
7.6.3 Dataiku Self-supervised Learning Major Product Offerings
7.6.4 Dataiku Self-supervised Learning Revenue in Global Market (2017-2022)
7.6.5 Dataiku Key News
7.7 The MathWorks, Inc.
7.7.1 The MathWorks, Inc. Corporate Summary
7.7.2 The MathWorks, Inc. Business Overview
7.7.3 The MathWorks, Inc. Self-supervised Learning Major Product Offerings
7.7.4 The MathWorks, Inc. Self-supervised Learning Revenue in Global Market (2017-2022)
7.7.5 The MathWorks, Inc. Key News
7.8 Meta
7.8.1 Meta Corporate Summary
7.8.2 Meta Business Overview
7.8.3 Meta Self-supervised Learning Major Product Offerings
7.8.4 Meta Self-supervised Learning Revenue in Global Market (2017-2022)
7.8.5 Meta Key News
7.9 Databricks
7.9.1 Databricks Corporate Summary
7.9.2 Databricks Business Overview
7.9.3 Databricks Self-supervised Learning Major Product Offerings
7.9.4 Databricks Self-supervised Learning Revenue in Global Market (2017-2022)
7.9.5 Databricks Key News
7.10 DataRobot, Inc.
7.10.1 DataRobot, Inc. Corporate Summary
7.10.2 DataRobot, Inc. Business Overview
7.10.3 DataRobot, Inc. Self-supervised Learning Major Product Offerings
7.10.4 DataRobot, Inc. Self-supervised Learning Revenue in Global Market (2017-2022)
7.10.5 DataRobot, Inc. Key News
7.11 Apple Inc.
7.11.1 Apple Inc. Corporate Summary
7.11.2 Apple Inc. Business Overview
7.11.3 Apple Inc. Self-supervised Learning Major Product Offerings
7.11.4 Apple Inc. Self-supervised Learning Revenue in Global Market (2017-2022)
7.11.5 Apple Inc. Key News
7.12 Tesla
7.12.1 Tesla Corporate Summary
7.12.2 Tesla Business Overview
7.12.3 Tesla Self-supervised Learning Major Product Offerings
7.12.4 Tesla Self-supervised Learning Revenue in Global Market (2017-2022)
7.12.5 Tesla Key News
7.13 Baidu, Inc.
7.13.1 Baidu, Inc. Corporate Summary
7.13.2 Baidu, Inc. Business Overview
7.13.3 Baidu, Inc. Self-supervised Learning Major Product Offerings
7.13.4 Baidu, Inc. Self-supervised Learning Revenue in Global Market (2017-2022)
7.13.5 Baidu, Inc. Key News
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
List of Tables
Table 1. Self-supervised Learning Market Opportunities & Trends in Global Market
Table 2. Self-supervised Learning Market Drivers in Global Market
Table 3. Self-supervised Learning Market Restraints in Global Market
Table 4. Key Players of Self-supervised Learning in Global Market
Table 5. Top Self-supervised Learning Players in Global Market, Ranking by Revenue (2021)
Table 6. Global Self-supervised Learning Revenue by Companies, (US$, Mn), 2017-2022
Table 7. Global Self-supervised Learning Revenue Share by Companies, 2017-2022
Table 8. Global Companies Self-supervised Learning Product Type
Table 9. List of Global Tier 1 Self-supervised Learning Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Self-supervised Learning Companies, Revenue (US$, Mn) in 2021 and Market Share
Table 11. By Type - Global Self-supervised Learning Revenue, (US$, Mn), 2021 & 2028
Table 12. By Type - Self-supervised Learning Revenue in Global (US$, Mn), 2017-2022
Table 13. By Type - Self-supervised Learning Revenue in Global (US$, Mn), 2023-2028
Table 14. By Application - Global Self-supervised Learning Revenue, (US$, Mn), 2021 & 2028
Table 15. By Application - Self-supervised Learning Revenue in Global (US$, Mn), 2017-2022
Table 16. By Application - Self-supervised Learning Revenue in Global (US$, Mn), 2023-2028
Table 17. By Region - Global Self-supervised Learning Revenue, (US$, Mn), 2021 & 2028
Table 18. By Region - Global Self-supervised Learning Revenue (US$, Mn), 2017-2022
Table 19. By Region - Global Self-supervised Learning Revenue (US$, Mn), 2023-2028
Table 20. By Country - North America Self-supervised Learning Revenue, (US$, Mn), 2017-2022
Table 21. By Country - North America Self-supervised Learning Revenue, (US$, Mn), 2023-2028
Table 22. By Country - Europe Self-supervised Learning Revenue, (US$, Mn), 2017-2022
Table 23. By Country - Europe Self-supervised Learning Revenue, (US$, Mn), 2023-2028
Table 24. By Region - Asia Self-supervised Learning Revenue, (US$, Mn), 2017-2022
Table 25. By Region - Asia Self-supervised Learning Revenue, (US$, Mn), 2023-2028
Table 26. By Country - South America Self-supervised Learning Revenue, (US$, Mn), 2017-2022
Table 27. By Country - South America Self-supervised Learning Revenue, (US$, Mn), 2023-2028
Table 28. By Country - Middle East & Africa Self-supervised Learning Revenue, (US$, Mn), 2017-2022
Table 29. By Country - Middle East & Africa Self-supervised Learning Revenue, (US$, Mn), 2023-2028
Table 30. IBM Corporate Summary
Table 31. IBM Self-supervised Learning Product Offerings
Table 32. IBM Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 33. Alphabet Inc. (Google LLC) Corporate Summary
Table 34. Alphabet Inc. (Google LLC) Self-supervised Learning Product Offerings
Table 35. Alphabet Inc. (Google LLC) Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 36. Microsoft Corporate Summary
Table 37. Microsoft Self-supervised Learning Product Offerings
Table 38. Microsoft Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 39. Amazon Web Services, Inc. Corporate Summary
Table 40. Amazon Web Services, Inc. Self-supervised Learning Product Offerings
Table 41. Amazon Web Services, Inc. Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 42. SAS Institute Inc. Corporate Summary
Table 43. SAS Institute Inc. Self-supervised Learning Product Offerings
Table 44. SAS Institute Inc. Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 45. Dataiku Corporate Summary
Table 46. Dataiku Self-supervised Learning Product Offerings
Table 47. Dataiku Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 48. The MathWorks, Inc. Corporate Summary
Table 49. The MathWorks, Inc. Self-supervised Learning Product Offerings
Table 50. The MathWorks, Inc. Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 51. Meta Corporate Summary
Table 52. Meta Self-supervised Learning Product Offerings
Table 53. Meta Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 54. Databricks Corporate Summary
Table 55. Databricks Self-supervised Learning Product Offerings
Table 56. Databricks Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 57. DataRobot, Inc. Corporate Summary
Table 58. DataRobot, Inc. Self-supervised Learning Product Offerings
Table 59. DataRobot, Inc. Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 60. Apple Inc. Corporate Summary
Table 61. Apple Inc. Self-supervised Learning Product Offerings
Table 62. Apple Inc. Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 63. Tesla Corporate Summary
Table 64. Tesla Self-supervised Learning Product Offerings
Table 65. Tesla Self-supervised Learning Revenue (US$, Mn), (2017-2022)
Table 66. Baidu, Inc. Corporate Summary
Table 67. Baidu, Inc. Self-supervised Learning Product Offerings
Table 68. Baidu, Inc. Self-supervised Learning Revenue (US$, Mn), (2017-2022)
List of Figures
Figure 1. Self-supervised Learning Segment by Type in 2021
Figure 2. Self-supervised Learning Segment by Application in 2021
Figure 3. Global Self-supervised Learning Market Overview: 2021
Figure 4. Key Caveats
Figure 5. Global Self-supervised Learning Market Size: 2021 VS 2028 (US$, Mn)
Figure 6. Global Self-supervised Learning Revenue, 2017-2028 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Self-supervised Learning Revenue in 2021
Figure 8. By Type - Global Self-supervised Learning Revenue Market Share, 2017-2028
Figure 9. By Application - Global Self-supervised Learning Revenue Market Share, 2017-2028
Figure 10. By Region - Global Self-supervised Learning Revenue Market Share, 2017-2028
Figure 11. By Country - North America Self-supervised Learning Revenue Market Share, 2017-2028
Figure 12. US Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 13. Canada Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 14. Mexico Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 15. By Country - Europe Self-supervised Learning Revenue Market Share, 2017-2028
Figure 16. Germany Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 17. France Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 18. U.K. Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 19. Italy Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 20. Russia Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 21. Nordic Countries Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 22. Benelux Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 23. By Region - Asia Self-supervised Learning Revenue Market Share, 2017-2028
Figure 24. China Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 25. Japan Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 26. South Korea Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 27. Southeast Asia Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 28. India Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 29. By Country - South America Self-supervised Learning Revenue Market Share, 2017-2028
Figure 30. Brazil Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 31. Argentina Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 32. By Country - Middle East & Africa Self-supervised Learning Revenue Market Share, 2017-2028
Figure 33. Turkey Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 34. Israel Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 35. Saudi Arabia Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 36. UAE Self-supervised Learning Revenue, (US$, Mn), 2017-2028
Figure 37. IBM Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 38. Alphabet Inc. (Google LLC) Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 39. Microsoft Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 40. Amazon Web Services, Inc. Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 41. SAS Institute Inc. Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 42. Dataiku Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 43. The MathWorks, Inc. Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 44. Meta Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 45. Databricks Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 46. DataRobot, Inc. Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 47. Apple Inc. Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 48. Tesla Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)
Figure 49. Baidu, Inc. Self-supervised Learning Revenue Year Over Year Growth (US$, Mn) & (2017-2022)