Global Self-supervised Learning Market Size study & Forecast, by Technology, by End-User and Regional Analysis, 2022-2029

Description

List of Tables

Global Self-supervised Learning Market is valued at approximately USD 7.0 billion in 2021 and is anticipated to grow with a healthy growth rate of more than 33.4% over the forecast period 2022-2029. Recently, the field of artificial intelligence (AI) has undergone tremendous progress in emerging AI systems that can learn from large amounts of prudently labeled data. In this context, the paradigm of supervised learning has an evident track record for training specialist models that perform exceptionally well on the task that they are trained to do. Supervised learning has a range of applications, including text categorization, face detection, and colorization. In addition, it has applications in several industries such as healthcare, automotive & transportation, BFSI, advertising & media, software development, and others. Factors, such as the increasing applications of technologies such as face detection and voice recognition, along with surge in demand to streamline workflow across industries are driving the growth of the global self-supervised learning market.

As per the Department of Ministry of Corporate Affairs (MCA) the adoption of virtual assistants with speech recognition capabilities were set to rise from 60.5 million people across the U.S. in 2017 to 62.4 million in 2018. Also, around 66.6 million Americans are projected to adopt speech or voice recognition technology by the year 2019. Thus, the rise in usage of virtual assistant technology will spur the demand for self-supervised learning market. In addition, increasing R&D activities in technology companies, as well as growing awareness of the benefits of supervised learning among end-users are creating various lucrative prospects for the market over the forthcoming years. However, lack of skilled workforce in the field of supervised learning is one of the major factors that is restraining the market growth throughout the forecast period of 2022-2029.

The key regions considered for the Global Self-supervised Learning Market study include Asia Pacific, North America, Europe, Latin America, and Rest of the World. North America dominated the space in terms of revenue, owing to the rising emphasis on the emergence of novel technologies, increasing investment in R&D activities, and presence of leading market players. Whereas, Asia Pacific is expected to grow significantly during the forecast period, owing to factors such as increasing adoption of self-supervised learning applications, as well as rising number of government initiatives in AI solutions.

Major market players included in this report are:

IBM

Alphabet Inc. (Google LLC)

Microsoft

Amazon Web Services, Inc.

SAS Institute Inc.

Dataiku

Apple Inc.

Tesla

Databricks

DataRobot, Inc.

Recent Developments in the Market:

In February 2022, IBM broadcasted that the company acquire Neudesic, under its hybrid cloud and AI strategy. Neudesic adds expertise in data engineering, data analytics, and deep Azure cloud. The aim of this acquisition is to strengthen its cloud service skills and capabilities to fulfill the client's demands.
In January 2022, Meta AI declared the launch of data2vec-a self-supervised learning algorithm that works for text, vision, and speech. This algorithm is designed to outperform previous algorithms for speech and computer vision.

Global Self-supervised Learning Market Report Scope:

Historical Data: 2019-2020-2021

Base Year for Estimation: 2021

Forecast period: 2022-2029

Report Coverage: Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends

Segments Covered: Technology, End-User, Region

Regional Scope: North America; Europe; Asia Pacific; Latin America; Rest of the World

Customization Scope: Free report customization (equivalent up to 8 analyst's working hours) with purchase. Addition or alteration to country, regional & segment scope*

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within countries involved in the study.

The report also caters detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, it also incorporates potential opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By End-User:

Healthcare

BFSI

Automotive & Transportation

Software Development (IT)

Advertising & Media

Others

By Technology:

Natural Language Processing (NLP)

Computer Vision

Speech Processing

By Region:

North America

U.S.

Canada

Europe

Germany

France

Spain

Italy

ROE

Asia Pacific

China

India

Japan

Australia

South Korea

RoAPAC

Latin America

Brazil

Mexico

Rest of the World

Chapter 1. Executive Summary

1.1. Market Snapshot
1.2. Global & Segmental Market Estimates & Forecasts, 2019-2029 (USD Billion)
- 1.2.1. Self-supervised Learning Market, by Region, 2019-2029 (USD Billion)
- 1.2.2. Self-supervised Learning Market, by Technology, 2019-2029 (USD Billion)
- 1.2.3. Self-supervised Learning Market, by End-User, 2019-2029 (USD Billion)
1.3. Key Trends
1.4. Estimation Methodology
1.5. Research Assumption

Chapter 2. Global Self-supervised Learning Market Definition and Scope

2.1. Objective of the Study
2.2. Market Definition & Scope
- 2.2.1. Scope of the Study
- 2.2.2. Industry Evolution
2.3. Years Considered for the Study
2.4. Currency Conversion Rates

Chapter 3. Global Self-supervised Learning Market Dynamics

3.1. Self-supervised Learning Market Impact Analysis (2019-2029)
- 3.1.1. Market Drivers
  - 3.1.1.1. Increasing applications of technologies such as face detection and voice recognition
  - 3.1.1.2. Surge in demand to streamline workflow across industries
- 3.1.2. Market Challenges
  - 3.1.2.1. Lack of skilled workforce in the field of supervised learning
- 3.1.3. Market Opportunities
  - 3.1.3.1. Increasing R&D activities in technology companies
  - 3.1.3.2. Growing awareness of the benefits of supervised learning among end-users

Chapter 4. Global Self-supervised Learning Market Industry Analysis

4.1. Porter's 5 Force Model
- 4.1.1. Bargaining Power of Suppliers
- 4.1.2. Bargaining Power of Buyers
- 4.1.3. Threat of New Entrants
- 4.1.4. Threat of Substitutes
- 4.1.5. Competitive Rivalry
4.2. Futuristic Approach to Porter's 5 Force Model (2019-2029)
4.3. PEST Analysis
- 4.3.1. Political
- 4.3.2. Economical
- 4.3.3. Social
- 4.3.4. Technological
4.4. Investment Adoption Model
4.5. Analyst Recommendation & Conclusion
4.6. Top investment opportunity
4.7. Top winning strategies

Chapter 5. Risk Assessment: COVID-19 Impact

5.1. Assessment of the overall impact of COVID-19 on the industry
5.2. Pre COVID-19 and post COVID-19 Market scenario

Chapter 6. Global Self-supervised Learning Market, by End-User

6.1. Market Snapshot
6.2. Global Self-supervised Learning Market by End-User, Performance - Potential Analysis
6.3. Global Self-supervised Learning Market Estimates & Forecasts by End-User, 2019-2029 (USD Billion)
6.4. Self-supervised Learning Market, Sub Segment Analysis
- 6.4.1. Healthcare
- 6.4.2. BFSI
- 6.4.3. Automotive & Transportation
- 6.4.4. Software Development (IT)
- 6.4.5. Advertising & Media
- 6.4.6. Others

Chapter 7. Global Self-supervised Learning Market, by Technology

7.1. Market Snapshot
7.2. Global Self-supervised Learning Market by Technology, Performance - Potential Analysis
7.3. Global Self-supervised Learning Market Estimates & Forecasts by Technology, 2019-2029 (USD Billion)
7.4. Self-supervised Learning Market, Sub Segment Analysis
- 7.4.1. Natural Language Processing (NLP)
- 7.4.2. Computer Vision
- 7.4.3. Speech Processing

Chapter 8. Global Self-supervised Learning Market, Regional Analysis

8.1. Self-supervised Learning Market, Regional Market Snapshot
8.2. North America Self-supervised Learning Market
- 8.2.1. U.S. Self-supervised Learning Market
  - 8.2.1.1. Technology breakdown estimates & forecasts, 2019-2029
  - 8.2.1.2. End-User breakdown estimates & forecasts, 2019-2029
- 8.2.2. Canada Self-supervised Learning Market
8.3. Europe Self-supervised Learning Market Snapshot
- 8.3.1. U.K. Self-supervised Learning Market
- 8.3.2. Germany Self-supervised Learning Market
- 8.3.3. France Self-supervised Learning Market
- 8.3.4. Spain Self-supervised Learning Market
- 8.3.5. Italy Self-supervised Learning Market
- 8.3.6. Rest of Europe Self-supervised Learning Market
8.4. Asia-Pacific Self-supervised Learning Market Snapshot
- 8.4.1. China Self-supervised Learning Market
- 8.4.2. India Self-supervised Learning Market
- 8.4.3. Japan Self-supervised Learning Market
- 8.4.4. Australia Self-supervised Learning Market
- 8.4.5. South Korea Self-supervised Learning Market
- 8.4.6. Rest of Asia Pacific Self-supervised Learning Market
8.5. Latin America Self-supervised Learning Market Snapshot
- 8.5.1. Brazil Self-supervised Learning Market
- 8.5.2. Mexico Self-supervised Learning Market
8.6. Rest of The World Self-supervised Learning Market

Chapter 9. Competitive Intelligence

9.1. Top Market Strategies
9.2. Company Profiles
- 9.2.1. IBM
  - 9.2.1.1. Key Information
  - 9.2.1.2. Overview
  - 9.2.1.3. Financial (Subject to Data Availability)
  - 9.2.1.4. Product Summary
  - 9.2.1.5. Recent Developments
- 9.2.2. Alphabet Inc. (Google LLC)
- 9.2.3. Microsoft
- 9.2.4. Amazon Web Services, Inc.
- 9.2.5. SAS Institute Inc.
- 9.2.6. Dataiku
- 9.2.7. Apple Inc.
- 9.2.8. Tesla
- 9.2.9. Databricks
- 9.2.10. DataRobot, Inc.

Chapter 10. Research Process

10.1. Research Process
- 10.1.1. Data Mining
- 10.1.2. Analysis
- 10.1.3. Market Estimation
- 10.1.4. Validation
- 10.1.5. Publishing
10.2. Research Attributes
10.3. Research Assumption

LIST OF TABLES

TABLE 1. Global Self-supervised Learning Market, report scope
TABLE 2. Global Self-supervised Learning Market estimates & forecasts by Region 2019-2029 (USD Billion)
TABLE 3. Global Self-supervised Learning Market estimates & forecasts by Technology 2019-2029 (USD Billion)
TABLE 4. Global Self-supervised Learning Market estimates & forecasts by End-User 2019-2029 (USD Billion)
TABLE 5. Global Self-supervised Learning Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 6. Global Self-supervised Learning Market by region, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 7. Global Self-supervised Learning Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 8. Global Self-supervised Learning Market by region, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 9. Global Self-supervised Learning Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 10. Global Self-supervised Learning Market by region, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 11. Global Self-supervised Learning Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 12. Global Self-supervised Learning Market by region, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 13. Global Self-supervised Learning Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 14. Global Self-supervised Learning Market by region, estimates & forecasts, 2019-2029 (USD Billion)
TABLE 15. U.S. Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 16. U.S. Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 17. U.S. Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 18. Canada Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 19. Canada Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 20. Canada Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 21. UK Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 22. UK Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 23. UK Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 24. Germany Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 25. Germany Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 26. Germany Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 27. France Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 28. France Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 29. France Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 30. Italy Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 31. Italy Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 32. Italy Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 33. Spain Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 34. Spain Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 35. Spain Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 36. RoE Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 37. RoE Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 38. RoE Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 39. China Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 40. China Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 41. China Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 42. India Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 43. India Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 44. India Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 45. Japan Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 46. Japan Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 47. Japan Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 48. South Korea Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 49. South Korea Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 50. South Korea Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 51. Australia Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 52. Australia Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 53. Australia Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 54. RoAPAC Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 55. RoAPAC Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 56. RoAPAC Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 57. Brazil Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 58. Brazil Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 59. Brazil Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 60. Mexico Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 61. Mexico Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 62. Mexico Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 63. RoLA Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 64. RoLA Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 65. RoLA Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 66. Row Self-supervised Learning Market estimates & forecasts, 2019-2029 (USD Billion)
TABLE 67. Row Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 68. Row Self-supervised Learning Market estimates & forecasts by segment 2019-2029 (USD Billion)
TABLE 69. List of secondary sources, used in the study of global Self-supervised Learning Market
TABLE 70. List of primary sources, used in the study of global Self-supervised Learning Market
TABLE 71. Years considered for the study
TABLE 72. Exchange rates considered

List of tables and figures and dummy in nature, final lists may vary in the final deliverable

LIST OF FIGURES

List of figures

FIG 1. Global Self-supervised Learning Market, research methodology
FIG 2. Global Self-supervised Learning Market, Market estimation techniques
FIG 3. Global Market size estimates & forecast methods
FIG 4. Global Self-supervised Learning Market, key trends 2021
FIG 5. Global Self-supervised Learning Market, growth prospects 2022-2029
FIG 6. Global Self-supervised Learning Market, porters 5 force model
FIG 7. Global Self-supervised Learning Market, pest analysis
FIG 8. Global Self-supervised Learning Market, value chain analysis
FIG 9. Global Self-supervised Learning Market by segment, 2019 & 2029 (USD Billion)
FIG 10. Global Self-supervised Learning Market by segment, 2019 & 2029 (USD Billion)
FIG 11. Global Self-supervised Learning Market by segment, 2019 & 2029 (USD Billion)
FIG 12. Global Self-supervised Learning Market by segment, 2019 & 2029 (USD Billion)
FIG 13. Global Self-supervised Learning Market by segment, 2019 & 2029 (USD Billion)
FIG 14. Global Self-supervised Learning Market, regional snapshot 2019 & 2029
FIG 15. North America Self-supervised Learning Market 2019 & 2029 (USD Billion)
FIG 16. Europe Self-supervised Learning Market 2019 & 2029 (USD Billion)
FIG 17. Asia Pacific Self-supervised Learning Market 2019 & 2029 (USD Billion)
FIG 18. Latin America Self-supervised Learning Market 2019 & 2029 (USD Billion)
FIG 19. Global Self-supervised Learning Market, company Market share analysis (2021)