The Asia Pacific Self-supervised Learning Market would witness market growth of 33.9% CAGR during the forecast period (2022-2028).
The best results are typically obtained through supervision. The more a human expert is involved, the simpler it is to identify and address the issue. However, this strategy is very expensive & slow at scale. Only large corporations have the financial means to dedicate entire departments to this task, and even then, productivity is still quite low.
In order to fine-tune the representations with only a few labels for the supervised downstream task, self-supervised learning first learns useful representations of the data from an unlabeled pool of data using self-supervision. The subsequent task could be something as straightforward as image classification or something more complicated like object detection, semantic segmentation, etc. Creating an auxiliary pre-text task for the model from the input data itself is the basic concept behind self-supervised learning; as the model completes the auxiliary task, it learns about the underlying structure of the data.
China's government is accelerating the digital transformation of its industries to previously unheard-of levels. Beijing also needs to increase the inclusivity of digital public services in order to improve the governance model of the digital economy. The Chinese government is doing this by increasing funding for 6G research and development and encouraging innovation in important fields such as integrated circuits and artificial intelligence (AI).
The China market dominated the Asia Pacific Self-supervised Learning Market by Country in 2021, and would continue to be a dominant market till 2028; thereby, achieving a market value of $3,828.9 million by 2028. The Japan market is estimated to grow a CAGR of 33.1% during (2022 - 2028). Additionally, The India market would experience a CAGR of 34.7% during (2022 - 2028).
Based on End-use, the market is segmented into BFSI, Advertising & Media, Software Development (IT), Automotive & Transportation, Healthcare, and Others. Based on Technology, the market is segmented into Natural Language Processing (NLP), Computer Vision, and Speech Processing. Based on countries, the market is segmented into China, Japan, India, South Korea, Singapore, Malaysia, and Rest of Asia Pacific.
Free Valuable Insights: The Worldwide Self-supervised Learning Market is Projected to reach USD 51.7 Billion by 2028, at a CAGR of 33.3%
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Baidu, Inc., Apple, Inc., Tesla, Inc., IBM Corporation, Microsoft Corporation, Amazon Web Services, Inc. (Amazon.com, Inc.), Meta Platforms, Inc., SAS Institute, Inc., The MathWorks, Inc., and DataRobot, Inc.
Scope of the Study
Market Segments Covered in the Report:
By End-use
- BFSI
- Advertising & Media
- Software Development (IT)
- Automotive & Transportation
- Healthcare
- Others
By Technology
- Natural Language Processing (NLP)
- Computer Vision
- Speech Processing
By Country
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
Key Market Players
List of Companies Profiled in the Report:
- Baidu, Inc.
- Apple, Inc.
- Tesla, Inc.
- IBM Corporation
- Microsoft Corporation
- Amazon Web Services, Inc. (Amazon.com, Inc.)
- Meta Platforms, Inc.
- SAS Institute, Inc.
- The MathWorks, Inc.
- DataRobot, Inc.
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Asia Pacific Self-supervised Learning Market, by End-use
1.4.2 Asia Pacific Self-supervised Learning Market, by Technology
1.4.3 Asia Pacific Self-supervised Learning Market, by Country
1.5 Methodology for the research
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition & Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.2.4 Geographical Expansion
3.3 Top Winning Strategies
3.3.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.3.2 Key Strategic Move: (Product Launches and Product Expansion: 2018, Sep – 2022, Aug) Leading Players
3.3.3 Key Strategic Move: (Mergers & Acquisition: 2019, Jun – 2022, Jul) Leading Players
Chapter 4. Asia Pacific Self-supervised Learning Market by End-use
4.1 Asia Pacific BFSI Market by Country
4.2 Asia Pacific Advertising & Media Market by Country
4.3 Asia Pacific Software Development (IT) Market by Country
4.4 Asia Pacific Automotive & Transportation Market by Country
4.5 Asia Pacific Healthcare Market by Country
4.6 Asia Pacific Others Market by Country
Chapter 5. Asia Pacific Self-supervised Learning Market by Technology
5.1 Asia Pacific Natural Language Processing (NLP) Market by Country
5.2 Asia Pacific Computer Vision Market by Country
5.3 Asia Pacific Speech Processing Market by Country
Chapter 6. Asia Pacific Self-supervised Learning Market by Country
6.1 China Self-supervised Learning Market
6.1.1 China Self-supervised Learning Market by End-use
6.1.2 China Self-supervised Learning Market by Technology
6.2 Japan Self-supervised Learning Market
6.2.1 Japan Self-supervised Learning Market by End-use
6.2.2 Japan Self-supervised Learning Market by Technology
6.3 India Self-supervised Learning Market
6.3.1 India Self-supervised Learning Market by End-use
6.3.2 India Self-supervised Learning Market by Technology
6.4 South Korea Self-supervised Learning Market
6.4.1 South Korea Self-supervised Learning Market by End-use
6.4.2 South Korea Self-supervised Learning Market by Technology
6.5 Singapore Self-supervised Learning Market
6.5.1 Singapore Self-supervised Learning Market by End-use
6.5.2 Singapore Self-supervised Learning Market by Technology
6.6 Malaysia Self-supervised Learning Market
6.6.1 Malaysia Self-supervised Learning Market by End-use
6.6.2 Malaysia Self-supervised Learning Market by Technology
6.7 Rest of Asia Pacific Self-supervised Learning Market
6.7.1 Rest of Asia Pacific Self-supervised Learning Market by End-use
6.7.2 Rest of Asia Pacific Self-supervised Learning Market by Technology
Chapter 7. Company Profiles
7.1 Baidu, Inc.
7.1.1 Company Overview
7.1.2 Financial Analysis
7.1.3 Segmental Analysis
7.1.4 Research & Development Expenses
7.1.5 Recent strategies and developments:
7.1.5.1 Product Launches and Product Expansions:
7.1.5.2 Partnerships, Collaborations, and Agreements:
7.1.6 SWOT Analysis
7.2 Apple, Inc.
7.2.1 Company Overview
7.2.2 Financial Analysis
7.2.3 Regional Analysis
7.2.4 Research & Development Expense
7.2.5 Recent strategies and developments:
7.2.5.1 Acquisition and Mergers:
7.2.6 SWOT Analysis
7.3 Tesla, Inc.
7.3.1 Company Overview
7.3.2 Financial Analysis
7.3.3 Segmental and Regional Analysis
7.3.4 Research & Development Expense
7.3.5 Recent strategies and developments:
7.3.5.1 Acquisition and Mergers:
7.3.5.2 Product Launches and Product Expansions:
7.3.6 SWOT Analysis
7.4 IBM Corporation
7.4.1 Company Overview
7.4.2 Financial Analysis
7.4.3 Regional & Segmental Analysis
7.4.4 Research & Development Expenses
7.4.5 Recent strategies and developments:
7.4.5.1 Partnerships, Collaborations & Agreements:
7.4.5.2 Mergers & Acquisition:
7.4.5.3 Product Launches and Product Expansions:
7.4.6 SWOT Analysis
7.5 Microsoft Corporation
7.5.1 Company Overview
7.5.2 Financial Analysis
7.5.3 Segmental and Regional Analysis
7.5.4 Research & Development Expenses
7.5.5 Recent strategies and developments:
7.5.5.1 Partnerships, Collaborations & Agreements:
7.5.5.2 Mergers & Acquisition:
7.5.5.3 Product Launches and Product Expansions:
7.5.5.4 Geographical Expansion:
7.5.6 SWOT Analysis
7.6 Amazon Web Services, Inc. (Amazon.com, Inc.)
7.6.1 Company Overview
7.6.2 Financial Analysis
7.6.3 Segmental Analysis
7.6.4 Recent strategies and developments:
7.6.4.1 Product Launches and Product Expansions:
7.6.4.2 Geographical Expansion:
7.6.5 SWOT Analysis
7.7 Meta Platforms, Inc.
7.7.1 Company Overview
7.7.2 Financial Analysis
7.7.3 Segmental and Regional Analysis
7.7.4 Research & Development Expenses
7.7.5 Recent strategies and developments:
7.7.5.1 Product Launches and Product Expansions:
7.8 SAS Institute, Inc.
7.8.1 Company Overview
7.9 The MathWorks, Inc.
7.9.1 Company Overview
7.9.2 Recent strategies and developments:
7.9.2.1 Product Launches and Product Expansions:
7.10. DataRobot, Inc.
7.10.1 Company Overview
7.10.2 Recent strategies and developments:
7.10.2.1 Product Launches and Product Expansions:
7.10.2.2 Acquisition and Mergers:
TABLE 1 Asia Pacific Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 2 Asia Pacific Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Self-supervised Learning Market
TABLE 4 Product Launches And Product Expansions– Self-supervised Learning Market
TABLE 5 Acquisition and Mergers– Self-supervised Learning Market
TABLE 6 Geographical Expansion– Data Marketplace Platform Market
TABLE 7 Asia Pacific Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 8 Asia Pacific Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 9 Asia Pacific BFSI Market by Country, 2018 - 2021, USD Million
TABLE 10 Asia Pacific BFSI Market by Country, 2022 - 2028, USD Million
TABLE 11 Asia Pacific Advertising & Media Market by Country, 2018 - 2021, USD Million
TABLE 12 Asia Pacific Advertising & Media Market by Country, 2022 - 2028, USD Million
TABLE 13 Asia Pacific Software Development (IT) Market by Country, 2018 - 2021, USD Million
TABLE 14 Asia Pacific Software Development (IT) Market by Country, 2022 - 2028, USD Million
TABLE 15 Asia Pacific Automotive & Transportation Market by Country, 2018 - 2021, USD Million
TABLE 16 Asia Pacific Automotive & Transportation Market by Country, 2022 - 2028, USD Million
TABLE 17 Asia Pacific Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 18 Asia Pacific Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 19 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
TABLE 20 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
TABLE 21 Asia Pacific Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 22 Asia Pacific Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 23 Asia Pacific Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 24 Asia Pacific Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 25 Asia Pacific Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 26 Asia Pacific Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 27 Asia Pacific Speech Processing Market by Country, 2018 - 2021, USD Million
TABLE 28 Asia Pacific Speech Processing Market by Country, 2022 - 2028, USD Million
TABLE 29 Asia Pacific Self-supervised Learning Market by Country, 2018 - 2021, USD Million
TABLE 30 Asia Pacific Self-supervised Learning Market by Country, 2022 - 2028, USD Million
TABLE 31 China Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 32 China Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 33 China Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 34 China Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 35 China Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 36 China Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 37 Japan Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 38 Japan Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 39 Japan Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 40 Japan Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 41 Japan Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 42 Japan Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 43 India Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 44 India Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 45 India Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 46 India Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 47 India Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 48 India Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 49 South Korea Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 50 South Korea Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 51 South Korea Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 52 South Korea Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 53 South Korea Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 54 South Korea Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 55 Singapore Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 56 Singapore Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 57 Singapore Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 58 Singapore Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 59 Singapore Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 60 Singapore Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 61 Malaysia Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 62 Malaysia Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 63 Malaysia Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 64 Malaysia Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 65 Malaysia Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 66 Malaysia Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 67 Rest of Asia Pacific Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 68 Rest of Asia Pacific Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 69 Rest of Asia Pacific Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 70 Rest of Asia Pacific Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 71 Rest of Asia Pacific Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 72 Rest of Asia Pacific Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 73 Key Information – Baidu, Inc.
TABLE 74 Key Information – Apple, Inc.
TABLE 75 key Information – Tesla, Inc.
TABLE 76 Key information – IBM Corporation
TABLE 77 key information – Microsoft Corporation
TABLE 78 Key Information – Amazon Web Services, Inc.
TABLE 79 Key Information – Meta Platforms, Inc.
TABLE 80 Key information – SAS Institute, Inc.
TABLE 81 Key Information – The MathWorks, Inc.
TABLE 82 Key Information – DataRobot, Inc.
List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 4 Key Strategic Move: (Product Launches and Product Expansions : 2018, sep – 2022, Aug) Leading Players
FIG 5 Key Strategic Move: (Mergers & Acquisition: 2019, Jun – 2022, Jul) Leading Players
FIG 6 Recent strategies and developments: Baidu, Inc.
FIG 7 Swot analysis: Baidu, inc.
FIG 8 SWOT Analysis: apple, Inc.
FIG 9 Recent strategies and developments:tesla, Inc.
FIG 10 SWOT ANALYSIS: TESLA, INC.
FIG 11 Recent strategies and developments: IBM Corporation
FIG 12 Swot analysis: IBM Corporation
FIG 13 Recent strategies and developments: Microsoft Corporation
FIG 14 SWOT Analysis: Microsoft Corporation
FIG 15 Recent strategies and developments: Amazon Web Services, Inc.
FIG 16 SWOT analysis: Amazon.com, Inc.
FIG 17 Recent strategies and developments: DataRobot, Inc.