The North America Self-supervised Learning Market would witness market growth of 32.7% CAGR during the forecast period (2022-2028).
There are some tasks for which there are simply insufficient labeled data, such as developing translation systems for languages with limited resources. AI systems will be more useful and eventually get closer to human-level intelligence if they can learn a deeper, more nuanced understanding of reality than what is specified in the training data set.
Self-supervised learning involves automatically labeling of the training data. Although it is still supervised learning, the datasets need not be manually labeled by a human; instead, they can be labeled, for example, by discovering and utilizing the relationships between various input signals. Self-supervised learning has the advantage and natural outcome of being easier to implement online, where models can be updated or trained entirely from scratch. As a result, self-supervised learning ought to be suitable for a variety of situations & changing environments, including data and general situations.
Successful private, public, and hybrid cloud deployments can be found all over the region, and cloud computing has proven to be a practical IT architecture for many federal government agencies. Governmental organizations are revising their economic theories in order to offer better citizen services. The U.S. government put in place the Cloud First policy to speed up cloud adoption. This agreement promotes innovation, the use of cutting-edge technologies, and the administration of services. The agency's core competencies and mission will take precedence over the actual technology.
The US market dominated the North America Self-supervised Learning Market by Country in 2021, and would continue to be a dominant market till 2028; thereby, achieving a market value of $14,996.7 million by 2028. The Canada market is poised to grow at a CAGR of 31.2% during (2022 - 2028). Additionally, The Mexico market would witness 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 U.S., Mexico, Canada, and Rest of North America.
Free Valuable Insights: The Global Self-supervised Learning Market is Estimated to reach $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
- US
- Canada
- Mexico
- Rest of North America
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 North America Self-supervised Learning Market, by End-use
1.4.2 North America Self-supervised Learning Market, by Technology
1.4.3 North America 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. North America Self-supervised Learning Market by End-use
4.1 North America BFSI Market by Country
4.2 North America Advertising & Media Market by Country
4.3 North America Software Development (IT) Market by Country
4.4 North America Automotive & Transportation Market by Country
4.5 North America Healthcare Market by Country
4.6 North America Others Market by Country
Chapter 5. North America Self-supervised Learning Market by Technology
5.1 North America Natural Language Processing (NLP) Market by Country
5.2 North America Computer Vision Market by Country
5.3 North America Speech Processing Market by Country
Chapter 6. North America Self-supervised Learning Market by Country
6.1 US Self-supervised Learning Market
6.1.1 US Self-supervised Learning Market by End-use
6.1.2 US Self-supervised Learning Market by Technology
6.2 Canada Self-supervised Learning Market
6.2.1 Canada Self-supervised Learning Market by End-use
6.2.2 Canada Self-supervised Learning Market by Technology
6.3 Mexico Self-supervised Learning Market
6.3.1 Mexico Self-supervised Learning Market by End-use
6.3.2 Mexico Self-supervised Learning Market by Technology
6.4 Rest of North America Self-supervised Learning Market
6.4.1 Rest of North America Self-supervised Learning Market by End-use
6.4.2 Rest of North America 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 North America Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 2 North America 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 North America Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 8 North America Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 9 North America BFSI Market by Country, 2018 - 2021, USD Million
TABLE 10 North America BFSI Market by Country, 2022 - 2028, USD Million
TABLE 11 North America Advertising & Media Market by Country, 2018 - 2021, USD Million
TABLE 12 North America Advertising & Media Market by Country, 2022 - 2028, USD Million
TABLE 13 North America Software Development (IT) Market by Country, 2018 - 2021, USD Million
TABLE 14 North America Software Development (IT) Market by Country, 2022 - 2028, USD Million
TABLE 15 North America Automotive & Transportation Market by Country, 2018 - 2021, USD Million
TABLE 16 North America Automotive & Transportation Market by Country, 2022 - 2028, USD Million
TABLE 17 North America Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 18 North America Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 19 North America Others Market by Country, 2018 - 2021, USD Million
TABLE 20 North America Others Market by Country, 2022 - 2028, USD Million
TABLE 21 North America Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 22 North America Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 23 North America Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 24 North America Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 25 North America Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 26 North America Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 27 North America Speech Processing Market by Country, 2018 - 2021, USD Million
TABLE 28 North America Speech Processing Market by Country, 2022 - 2028, USD Million
TABLE 29 North America Self-supervised Learning Market by Country, 2018 - 2021, USD Million
TABLE 30 North America Self-supervised Learning Market by Country, 2022 - 2028, USD Million
TABLE 31 US Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 32 US Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 33 US Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 34 US Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 35 US Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 36 US Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 37 Canada Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 38 Canada Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 39 Canada Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 40 Canada Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 41 Canada Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 42 Canada Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 43 Mexico Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 44 Mexico Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 45 Mexico Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 46 Mexico Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 47 Mexico Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 48 Mexico Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 49 Rest of North America Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 50 Rest of North America Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 51 Rest of North America Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 52 Rest of North America Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 53 Rest of North America Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 54 Rest of North America Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 55 Key Information – Baidu, Inc.
TABLE 56 Key Information – Apple, Inc.
TABLE 57 key Information – Tesla, Inc.
TABLE 58 Key information – IBM Corporation
TABLE 59 key information – Microsoft Corporation
TABLE 60 Key Information – Amazon Web Services, Inc.
TABLE 61 Key Information – Meta Platforms, Inc.
TABLE 62 Key information – SAS Institute, Inc.
TABLE 63 Key Information – The MathWorks, Inc.
TABLE 64 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.