Global Self-supervised Learning Market Size, Share & Industry Trends Analysis Report By End-use (BFSI, Advertising & Media, Software Development (IT), Automotive & Transportation, Healthcare), By Technology, By Regional Outlook and Forecast, 2022 - 2028

The Global Self-Supervised Learning Market size is expected to reach $51.7 billion by 2028, rising at a market growth of 33.3% CAGR during the forecast period.

Self-supervised learning is a Machine Learning (ML) technique used in speech processing, computer vision, and natural language processing (NLP), among other AI applications. Face recognition, text classification, and colorization are some examples of self-supervised learning applications. It also has uses in a number of different sectors, including automotive and transportation, BFSI, healthcare, software development (IT), media, and advertising, among others.

Self-supervised learning is in a stage of development that calls for a skilled workforce. The demand for self-supervised learning applications among industries is being driven by factors like the expanding applications of technologies like voice recognition and face detection and the growing need to streamline workflow across industries. Additionally, the market is likely to expand due to the growing digitalization of society.

Companies like Apple and Microsoft, both based in the United States, are investing more money in R&D projects. Additionally, these businesses are investigating cutting-edge technologies like AI and ML. Self-supervised learning is being studied and experimented with by market participants like the American company Meta, creating significant growth possibilities for the industry.

The development of AI systems that can learn from vast amounts of meticulously labeled data has advanced significantly in recent years. This supervised learning paradigm has a track record of producing expert models that excel at the task for which they were developed. Building more intelligent generalist models that can perform multiple tasks and learn new skills without vast amounts of labeled data is hampered by supervised learning.

COVID-19 Impact Analysis

In response to the COVID-19 pandemic, most IT professionals said they had accelerated the roll-out of AI (artificial intelligence). Additionally, chatbots were created using machine learning (ML) during the pandemic to screen COVID-19 symptoms and respond to public inquiries. In order to combat the COVID-19 pandemic, machine learning and artificial intelligence technologies are being used in research fields. Healthcare & agriculture are currently two of the most crucial sectors in these unprecedented times. Since ML allows computers to work the same as human intelligence & ingest massive amounts of data in order to find patterns and insights, it has received a lot of media attention. This has further supported the growth of the self-supervised learning market during the pandemic period.

Market Growth Factors

Growing Application Of Ml In The Healthcare Sector

ML technology is already helping in a number of healthcare-related situations. This technology is used in the healthcare industry to evaluate millions of different data points, forecast outcomes, provide quick risk scores, and allocate resources precisely, among many other things. Disease Recognition and Diagnosis Finding and diagnosing illnesses & conditions that can occasionally be challenging to identify are one of the most significant applications of this technology in healthcare.

Increasing Usage Of The Cloud Computing Technology Across The World

The market is expanding as a result of the rising use of cloud computing technology and usage of social media platforms. All businesses now largely use cloud computing, which offers enterprise storage solutions. With the adoption of cloud storage, data analysis is carried out online, giving the benefit of analyzing the real-time data generated on the cloud. Data analysis is possible at any time and from any location due to cloud computing.

Market Restraining Factors

Lack Of Accuracy & Technical Restrictions

A wide range of advantages provided by the ML platform contributes to the market's expansion. However, the platform is missing some essential elements that are anticipated to impede market expansion. The market is significantly hampered by the presence of inaccurate algorithms, which are occasionally underdeveloped. Precision is crucial for manufacturing companies using big data and machine learning. The algorithm's slightest error could lead to the creation of inaccurate items.

End-Use Outlook

Based on end-use, the self-supervised learning market is segmented into healthcare, BFSI, automotive & transportation, software development (IT), advertising & media and others. In 2021, the BFSI segment dominated the self-supervised learning market by generating maximum revenue share. The BFSI sector is expanding across the globe and the digitalization in the sector is also rising. The way that individuals frequently communicate as well as conduct business has changed as a result of the COVID-19 pandemic.

Technology Outlook

On the basis of technology, the self-supervised learning market is fragmented into natural language processing (NLP), computer vision, and speech processing. The computer vision segment covered a significant revenue share in the self-supervised learning market in 2021. The fundamental concept behind self-supervised learning in computer vision is to build a model that can handle any basic computer vision task using the input data or image data, and while the model is resolving the issue, it can learn from the structure of the objects shown in the image.

Self-supervised Learning Market Report Coverage

Report Attribute	Details
Market size value in 2021	USD 6.9 Billion
Market size forecast in 2028	USD 51.7 Billion
Base Year	2021
Historical Period	2018 to 2020
Forecast Period	2022 to 2028
Revenue Growth Rate	CAGR of 33.3% from 2022 to 2028
Number of Pages	205
Number of Tables	294
Report coverage	Market Trends, Revenue Estimation and Forecast, Segmentation Analysis, Regional and Country Breakdown, Competitive Landscape, Companies Strategic Developments, Company Profiling
Segments covered	Technology, End-use, Region
Country scope	US, Canada, Mexico, Germany, UK, France, Russia, Spain, Italy, China, Japan, India, South Korea, Singapore, Malaysia, Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria
Growth Drivers	Growing Application Of Ml In The Healthcare Sector Increasing Usage Of The Cloud Computing Technology Across The World
Restraints	Lack Of Accuracy & Technical Restrictions

Regional Outlook

Region wise, the self-supervised learning market is analyzed across North America, Europe, Asia Pacific and LAMEA. In 2021, the North America region led the self-supervised learning market with the largest revenue share. The United States-based businesses place a high priority on digital transformation, and they are frequently recognized as early adopters of cutting-edge technologies such as big data analytics, Internet of Things (IoT), additive manufacturing, AI, augmented reality (AR), connected industries, machine learning (ML), and virtual reality (VR), and the newest telecommunications technologies such as 4G, 5G, and LTE.

Free Valuable Insights: Global Self-supervised Learning Market size to reach USD 51.7 Billion by 2028

KBV Cardinal Matrix - Self-supervised Learning Market Competition Analysis

The major strategies followed by the market participants are Product Launches. Based on the Analysis presented in the Cardinal matrix; Apple, Inc. and Microsoft Corporation are the forerunners in the Self-supervised Learning Market. Companies such as Meta Platforms, Inc., Amazon Web Services, Inc. (Amazon.com, Inc.) and IBM Corporation are some of the key innovators in Self-supervised Learning Market.

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.

Strategies deployed in Self-supervised Learning Market

» Partnerships, Collaborations and Agreements:

• May-2021: Microsoft came into a partnership with Darktrace, a leading autonomous cyber security AI company. Under this partnership, Microsoft & Darktrace would provide improved security across multi-platform & multi-cloud environments, automate threat investigations and allow teams to prioritize strategic tasks that matter.
• Jan-2021: Baidu entered into a partnership with BlackBerry, a former brand of smartphones, tablets, and services. This partnership aimed at helping car manufacturers quickly produce safe autonomous vehicles & promote the development collaboratively of the intelligent networked automobile industry.

» Product Launches and Product Expansions:

• Aug-2022: Meta AI launched PEER, a collaborative language model trained to mimic the writing process. PEER has been developed to enhance the model’s ability to write texts in different domains. With PEER, one can perform edits in many domains, which makes it better at following instructions and enhances its ability to cite and quote from relevant documents.
• Jul-2022: Meta AI released an open-sourced model in order to make Wikipedia entries more appropriate. This launch would help in scaling the work of volunteers by efficiently recommending citations & accurate sources. It would highlight questionable citations, enabling human editors to assess the cases that are most likely to be flawed without having to sift through thousands of properly cited statements.
• Jun-2022: DataRobot expanded its DataRobot AIX 2022 by making it available on Google Cloud. The expansion would enable consumers to accelerate and scale their business with AI. Also, consumers would be able to leverage the Google Cloud marketplace to streamline their procurement & deployment processes and generate intelligent business solutions on Google Cloud.
• Jun-2022: Meta unveiled Visual-Acoustic Matching, Visually-Informed Dereverberation, and VisualVoice, three new artificial intelligence (AI) models. This product focused on making the sound more realistic in mixed & virtual reality experiences.
• May-2022: Microsoft Azure released i-Code, a general framework that allows flexible multimodal representation learning. This product would allow the flexible integration of speech, vision, and language modalities & learn their vector representations in a unified manner.
• Jan-2022: Meta launched data2vec, the first high-performance self-supervised algorithm that learns in the same way for speech, vision, and text. By the introduction of data2vec, Meta aimed at building machines that learn about different aspects of the world around them without having to rely on labeled data.
• Sep-2021: DataRobot introduced DataRobot 7.2. This product would have features like Composable ML & code-centric data pipelines for data science experts, Continuous AI and bias monitoring for ML operators, and Decision Intelligence Flows & Pathfinder solution accelerators for the front-line decision-makers.
• Sep-2021: Tesla launched Tesla D1, a new chip designed specifically for artificial intelligence. Tesla D1 adds a total of 354 training nodes that form a network of functional units, that are interconnected to create a massive chip. Each functional unit comes with a quad-core, 64-bit ISA CPU which uses a specialized, custom design for compilations, transpositions, broadcasts, and link traversal.
• Aug-2021: Baidu introduced Kunlun 2, its second-generation AI chip. This launch focused on diversifying its business beyond advertising to AI and driverless cars.
• Aug-2021: IBM introduced IBM Telum Processor. The launch focused on bringing deep learning inference to enterprise workloads to help address fraud in real time. Telum would enable IBM to leverage deep learning inferencing on high-value transactions, designed to greatly enhance the ability to intercept fraud, among other use cases.
• Oct-2020: Microsoft introduced a machine learning cyber-attack threat matrix. This launch would empower security analysts in their battle to protect AI-powered technology.
• May-2020: MathWorks launched Release 2020a. This product would serve with new capabilities specifically for automotive & wireless engineers in addition to hundreds of new & updated features for all users of MATLAB and Simulink. By this launch, the engineers would train neural networks in the updated Deep Network Designer app, manage multiple deep learning experiments in a new Experiment Manager app, and choose from more network options to generate deep learning code.

» Mergers & Acquisitions:

• Jul-2022: IBM completed the acquisition of Databand, an Israel-based data observability software provider. The acquisition would IBM offers the most comprehensive set of observability capabilities for IT across application, data, and machine learning.
• May-2022: Microsoft took over Nuance Communications, a leader in conversational AI and ambient intelligence across industries. This acquisition would bring together Nuance's best-in-class conversational AI and ambient intelligence with Microsoft's secure and trusted industry cloud offerings.
• Dec-2021: IBM closed on the acquisition of Instana, a leading enterprise observability and application performance monitoring platform. With the acquisition of Instana, IBM would offer industry-leading, AI-powered automation capabilities to manage the complexity of modern applications that span hybrid cloud landscapes.
• Jul-2021: DataRobot signed an agreement to acquire Algorithmia, a machine learning operations platform. The acquisition would stabilize DataRobot’s position as the preeminent provider of comprehensive solutions in the MLOps space, focused on bringing machine learning models into production.
• May-2021: DataRobot entered an agreement to acquire Zepl, a cloud data science, and analytics platform. The acquisition would unlock new capabilities within DataRobot’s enterprise AI platform for the world’s most advanced data scientists. Also, the acquisition of Zepl would help in providing advanced data scientists more flexibility to use the company's enterprise AI platform within their present workflows, including the ability to use their code.
• Jul-2020: IBM announced the acquisition of WDG Automation, the Brazilian software provider of robotic process automation. The acquisition aimed to advance IBM's comprehensive AI-infused automation capabilities, spanning business processes to IT operations. This acquisition would enhance IBM's comprehensive AI-infused automation capabilities, spanning business processes to IT operations
• May-2020: Apple took over Inductiv, a Canada-based machine learning startup. This acquisition aimed at enhancing data used in Siri.
• Apr-2020: Tesla acquired DeepScale, an American technology company. This acquisition aimed at accelerating Tesla's machine learning development. Under this acquisition, Tesla would design its computer chip to power its self-driving software with DeepScale's specialization in computing power-efficient deep learning systems.

» Geographical Expansions:

• Feb-2022: Microsoft expanded its geographical footprint in India. This expansion aimed at providing support for consumers building & operating applications and workloads. Microsoft Cloud would manage end-to-end business needs across public, private & hybrid scenarios while helping businesses leverage digital capabilities and technologies like ML, AI, IoT, and analytics.
• Jan-2021: AWS expanded its geographical footprints by providing AWS CCI Solutions to its partners all over the world. AWS CCI solution would allow leveraging AWS's ML capabilities with the current contact center provider to gain greater efficiencies & deliver increasingly tailored consumer experiences.

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 Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

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 Global Self-supervised Learning Market, by End-use
1.4.2 Global Self-supervised Learning Market, by Technology
1.4.3 Global Self-supervised Learning Market, by Geography
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. Global Self-supervised Learning Market by End-use
4.1 Global BFSI Market by Region
4.2 Global Advertising & Media Market by Region
4.3 Global Software Development (IT) Market by Region
4.4 Global Automotive & Transportation Market by Region
4.5 Global Healthcare Market by Region
4.6 Global Others Market by Region

Chapter 5. Global Self-supervised Learning Market by Technology
5.1 Global Natural Language Processing (NLP) Market by Region
5.2 Global Computer Vision Market by Region
5.3 Global Speech Processing Market by Region

Chapter 6. Global Self-supervised Learning Market by Region
6.1 North America Self-supervised Learning Market
6.1.1 North America Self-supervised Learning Market by End-use
6.1.1.1 North America BFSI Market by Country
6.1.1.2 North America Advertising & Media Market by Country
6.1.1.3 North America Software Development (IT) Market by Country
6.1.1.4 North America Automotive & Transportation Market by Country
6.1.1.5 North America Healthcare Market by Country
6.1.1.6 North America Others Market by Country
6.1.2 North America Self-supervised Learning Market by Technology
6.1.2.1 North America Natural Language Processing (NLP) Market by Country
6.1.2.2 North America Computer Vision Market by Country
6.1.2.3 North America Speech Processing Market by Country
6.1.3 North America Self-supervised Learning Market by Country
6.1.3.1 US Self-supervised Learning Market
6.1.3.1.1 US Self-supervised Learning Market by End-use
6.1.3.1.2 US Self-supervised Learning Market by Technology
6.1.3.2 Canada Self-supervised Learning Market
6.1.3.2.1 Canada Self-supervised Learning Market by End-use
6.1.3.2.2 Canada Self-supervised Learning Market by Technology
6.1.3.3 Mexico Self-supervised Learning Market
6.1.3.3.1 Mexico Self-supervised Learning Market by End-use
6.1.3.3.2 Mexico Self-supervised Learning Market by Technology
6.1.3.4 Rest of North America Self-supervised Learning Market
6.1.3.4.1 Rest of North America Self-supervised Learning Market by End-use
6.1.3.4.2 Rest of North America Self-supervised Learning Market by Technology
6.2 Europe Self-supervised Learning Market
6.2.1 Europe Self-supervised Learning Market by End-use
6.2.1.1 Europe BFSI Market by Country
6.2.1.2 Europe Advertising & Media Market by Country
6.2.1.3 Europe Software Development (IT) Market by Country
6.2.1.4 Europe Automotive & Transportation Market by Country
6.2.1.5 Europe Healthcare Market by Country
6.2.1.6 Europe Others Market by Country
6.2.2 Europe Self-supervised Learning Market by Technology
6.2.2.1 Europe Natural Language Processing (NLP) Market by Country
6.2.2.2 Europe Computer Vision Market by Country
6.2.2.3 Europe Speech Processing Market by Country
6.2.3 Europe Self-supervised Learning Market by Country
6.2.3.1 Germany Self-supervised Learning Market
6.2.3.1.1 Germany Self-supervised Learning Market by End-use
6.2.3.1.2 Germany Self-supervised Learning Market by Technology
6.2.3.2 UK Self-supervised Learning Market
6.2.3.2.1 UK Self-supervised Learning Market by End-use
6.2.3.2.2 UK Self-supervised Learning Market by Technology
6.2.3.3 France Self-supervised Learning Market
6.2.3.3.1 France Self-supervised Learning Market by End-use
6.2.3.3.2 France Self-supervised Learning Market by Technology
6.2.3.4 Russia Self-supervised Learning Market
6.2.3.4.1 Russia Self-supervised Learning Market by End-use
6.2.3.4.2 Russia Self-supervised Learning Market by Technology
6.2.3.5 Spain Self-supervised Learning Market
6.2.3.5.1 Spain Self-supervised Learning Market by End-use
6.2.3.5.2 Spain Self-supervised Learning Market by Technology
6.2.3.6 Italy Self-supervised Learning Market
6.2.3.6.1 Italy Self-supervised Learning Market by End-use
6.2.3.6.2 Italy Self-supervised Learning Market by Technology
6.2.3.7 Rest of Europe Self-supervised Learning Market
6.2.3.7.1 Rest of Europe Self-supervised Learning Market by End-use
6.2.3.7.2 Rest of Europe Self-supervised Learning Market by Technology
6.3 Asia Pacific Self-supervised Learning Market
6.3.1 Asia Pacific Self-supervised Learning Market by End-use
6.3.1.1 Asia Pacific BFSI Market by Country
6.3.1.2 Asia Pacific Advertising & Media Market by Country
6.3.1.3 Asia Pacific Software Development (IT) Market by Country
6.3.1.4 Asia Pacific Automotive & Transportation Market by Country
6.3.1.5 Asia Pacific Healthcare Market by Country
6.3.1.6 Asia Pacific Others Market by Country
6.3.2 Asia Pacific Self-supervised Learning Market by Technology
6.3.2.1 Asia Pacific Natural Language Processing (NLP) Market by Country
6.3.2.2 Asia Pacific Computer Vision Market by Country
6.3.2.3 Asia Pacific Speech Processing Market by Country
6.3.3 Asia Pacific Self-supervised Learning Market by Country
6.3.3.1 China Self-supervised Learning Market
6.3.3.1.1 China Self-supervised Learning Market by End-use
6.3.3.1.2 China Self-supervised Learning Market by Technology
6.3.3.2 Japan Self-supervised Learning Market
6.3.3.2.1 Japan Self-supervised Learning Market by End-use
6.3.3.2.2 Japan Self-supervised Learning Market by Technology
6.3.3.3 India Self-supervised Learning Market
6.3.3.3.1 India Self-supervised Learning Market by End-use
6.3.3.3.2 India Self-supervised Learning Market by Technology
6.3.3.4 South Korea Self-supervised Learning Market
6.3.3.4.1 South Korea Self-supervised Learning Market by End-use
6.3.3.4.2 South Korea Self-supervised Learning Market by Technology
6.3.3.5 Singapore Self-supervised Learning Market
6.3.3.5.1 Singapore Self-supervised Learning Market by End-use
6.3.3.5.2 Singapore Self-supervised Learning Market by Technology
6.3.3.6 Malaysia Self-supervised Learning Market
6.3.3.6.1 Malaysia Self-supervised Learning Market by End-use
6.3.3.6.2 Malaysia Self-supervised Learning Market by Technology
6.3.3.7 Rest of Asia Pacific Self-supervised Learning Market
6.3.3.7.1 Rest of Asia Pacific Self-supervised Learning Market by End-use
6.3.3.7.2 Rest of Asia Pacific Self-supervised Learning Market by Technology
6.4 LAMEA Self-supervised Learning Market
6.4.1 LAMEA Self-supervised Learning Market by End-use
6.4.1.1 LAMEA BFSI Market by Country
6.4.1.2 LAMEA Advertising & Media Market by Country
6.4.1.3 LAMEA Software Development (IT) Market by Country
6.4.1.4 LAMEA Automotive & Transportation Market by Country
6.4.1.5 LAMEA Healthcare Market by Country
6.4.1.6 LAMEA Others Market by Country
6.4.2 LAMEA Self-supervised Learning Market by Technology
6.4.2.1 LAMEA Natural Language Processing (NLP) Market by Country
6.4.2.2 LAMEA Computer Vision Market by Country
6.4.2.3 LAMEA Speech Processing Market by Country
6.4.3 LAMEA Self-supervised Learning Market by Country
6.4.3.1 Brazil Self-supervised Learning Market
6.4.3.1.1 Brazil Self-supervised Learning Market by End-use
6.4.3.1.2 Brazil Self-supervised Learning Market by Technology
6.4.3.2 Argentina Self-supervised Learning Market
6.4.3.2.1 Argentina Self-supervised Learning Market by End-use
6.4.3.2.2 Argentina Self-supervised Learning Market by Technology
6.4.3.3 UAE Self-supervised Learning Market
6.4.3.3.1 UAE Self-supervised Learning Market by End-use
6.4.3.3.2 UAE Self-supervised Learning Market by Technology
6.4.3.4 Saudi Arabia Self-supervised Learning Market
6.4.3.4.1 Saudi Arabia Self-supervised Learning Market by End-use
6.4.3.4.2 Saudi Arabia Self-supervised Learning Market by Technology
6.4.3.5 South Africa Self-supervised Learning Market
6.4.3.5.1 South Africa Self-supervised Learning Market by End-use
6.4.3.5.2 South Africa Self-supervised Learning Market by Technology
6.4.3.6 Nigeria Self-supervised Learning Market
6.4.3.6.1 Nigeria Self-supervised Learning Market by End-use
6.4.3.6.2 Nigeria Self-supervised Learning Market by Technology
6.4.3.7 Rest of LAMEA Self-supervised Learning Market
6.4.3.7.1 Rest of LAMEA Self-supervised Learning Market by End-use
6.4.3.7.2 Rest of LAMEA 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 Global Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 2 Global 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 Global Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 8 Global Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 9 Global BFSI Market by Region, 2018 - 2021, USD Million
TABLE 10 Global BFSI Market by Region, 2022 - 2028, USD Million
TABLE 11 Global Advertising & Media Market by Region, 2018 - 2021, USD Million
TABLE 12 Global Advertising & Media Market by Region, 2022 - 2028, USD Million
TABLE 13 Global Software Development (IT) Market by Region, 2018 - 2021, USD Million
TABLE 14 Global Software Development (IT) Market by Region, 2022 - 2028, USD Million
TABLE 15 Global Automotive & Transportation Market by Region, 2018 - 2021, USD Million
TABLE 16 Global Automotive & Transportation Market by Region, 2022 - 2028, USD Million
TABLE 17 Global Healthcare Market by Region, 2018 - 2021, USD Million
TABLE 18 Global Healthcare Market by Region, 2022 - 2028, USD Million
TABLE 19 Global Others Market by Region, 2018 - 2021, USD Million
TABLE 20 Global Others Market by Region, 2022 - 2028, USD Million
TABLE 21 Global Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 22 Global Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 23 Global Natural Language Processing (NLP) Market by Region, 2018 - 2021, USD Million
TABLE 24 Global Natural Language Processing (NLP) Market by Region, 2022 - 2028, USD Million
TABLE 25 Global Computer Vision Market by Region, 2018 - 2021, USD Million
TABLE 26 Global Computer Vision Market by Region, 2022 - 2028, USD Million
TABLE 27 Global Speech Processing Market by Region, 2018 - 2021, USD Million
TABLE 28 Global Speech Processing Market by Region, 2022 - 2028, USD Million
TABLE 29 Global Self-supervised Learning Market by Region, 2018 - 2021, USD Million
TABLE 30 Global Self-supervised Learning Market by Region, 2022 - 2028, USD Million
TABLE 31 North America Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 32 North America Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 33 North America Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 34 North America Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 35 North America BFSI Market by Country, 2018 - 2021, USD Million
TABLE 36 North America BFSI Market by Country, 2022 - 2028, USD Million
TABLE 37 North America Advertising & Media Market by Country, 2018 - 2021, USD Million
TABLE 38 North America Advertising & Media Market by Country, 2022 - 2028, USD Million
TABLE 39 North America Software Development (IT) Market by Country, 2018 - 2021, USD Million
TABLE 40 North America Software Development (IT) Market by Country, 2022 - 2028, USD Million
TABLE 41 North America Automotive & Transportation Market by Country, 2018 - 2021, USD Million
TABLE 42 North America Automotive & Transportation Market by Country, 2022 - 2028, USD Million
TABLE 43 North America Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 44 North America Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 45 North America Others Market by Country, 2018 - 2021, USD Million
TABLE 46 North America Others Market by Country, 2022 - 2028, USD Million
TABLE 47 North America Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 48 North America Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 49 North America Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 50 North America Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 51 North America Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 52 North America Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 53 North America Speech Processing Market by Country, 2018 - 2021, USD Million
TABLE 54 North America Speech Processing Market by Country, 2022 - 2028, USD Million
TABLE 55 North America Self-supervised Learning Market by Country, 2018 - 2021, USD Million
TABLE 56 North America Self-supervised Learning Market by Country, 2022 - 2028, USD Million
TABLE 57 US Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 58 US Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 59 US Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 60 US Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 61 US Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 62 US Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 63 Canada Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 64 Canada Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 65 Canada Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 66 Canada Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 67 Canada Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 68 Canada Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 69 Mexico Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 70 Mexico Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 71 Mexico Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 72 Mexico Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 73 Mexico Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 74 Mexico Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 75 Rest of North America Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 76 Rest of North America Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 77 Rest of North America Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 78 Rest of North America Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 79 Rest of North America Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 80 Rest of North America Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 81 Europe Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 82 Europe Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 83 Europe Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 84 Europe Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 85 Europe BFSI Market by Country, 2018 - 2021, USD Million
TABLE 86 Europe BFSI Market by Country, 2022 - 2028, USD Million
TABLE 87 Europe Advertising & Media Market by Country, 2018 - 2021, USD Million
TABLE 88 Europe Advertising & Media Market by Country, 2022 - 2028, USD Million
TABLE 89 Europe Software Development (IT) Market by Country, 2018 - 2021, USD Million
TABLE 90 Europe Software Development (IT) Market by Country, 2022 - 2028, USD Million
TABLE 91 Europe Automotive & Transportation Market by Country, 2018 - 2021, USD Million
TABLE 92 Europe Automotive & Transportation Market by Country, 2022 - 2028, USD Million
TABLE 93 Europe Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 94 Europe Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 95 Europe Others Market by Country, 2018 - 2021, USD Million
TABLE 96 Europe Others Market by Country, 2022 - 2028, USD Million
TABLE 97 Europe Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 98 Europe Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 99 Europe Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 100 Europe Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 101 Europe Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 102 Europe Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 103 Europe Speech Processing Market by Country, 2018 - 2021, USD Million
TABLE 104 Europe Speech Processing Market by Country, 2022 - 2028, USD Million
TABLE 105 Europe Self-supervised Learning Market by Country, 2018 - 2021, USD Million
TABLE 106 Europe Self-supervised Learning Market by Country, 2022 - 2028, USD Million
TABLE 107 Germany Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 108 Germany Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 109 Germany Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 110 Germany Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 111 Germany Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 112 Germany Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 113 UK Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 114 UK Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 115 UK Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 116 UK Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 117 UK Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 118 UK Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 119 France Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 120 France Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 121 France Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 122 France Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 123 France Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 124 France Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 125 Russia Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 126 Russia Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 127 Russia Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 128 Russia Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 129 Russia Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 130 Russia Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 131 Spain Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 132 Spain Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 133 Spain Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 134 Spain Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 135 Spain Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 136 Spain Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 137 Italy Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 138 Italy Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 139 Italy Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 140 Italy Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 141 Italy Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 142 Italy Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 143 Rest of Europe Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 144 Rest of Europe Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 145 Rest of Europe Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 146 Rest of Europe Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 147 Rest of Europe Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 148 Rest of Europe Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 149 Asia Pacific Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 150 Asia Pacific Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 151 Asia Pacific Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 152 Asia Pacific Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 153 Asia Pacific BFSI Market by Country, 2018 - 2021, USD Million
TABLE 154 Asia Pacific BFSI Market by Country, 2022 - 2028, USD Million
TABLE 155 Asia Pacific Advertising & Media Market by Country, 2018 - 2021, USD Million
TABLE 156 Asia Pacific Advertising & Media Market by Country, 2022 - 2028, USD Million
TABLE 157 Asia Pacific Software Development (IT) Market by Country, 2018 - 2021, USD Million
TABLE 158 Asia Pacific Software Development (IT) Market by Country, 2022 - 2028, USD Million
TABLE 159 Asia Pacific Automotive & Transportation Market by Country, 2018 - 2021, USD Million
TABLE 160 Asia Pacific Automotive & Transportation Market by Country, 2022 - 2028, USD Million
TABLE 161 Asia Pacific Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 162 Asia Pacific Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 163 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
TABLE 164 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
TABLE 165 Asia Pacific Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 166 Asia Pacific Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 167 Asia Pacific Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 168 Asia Pacific Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 169 Asia Pacific Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 170 Asia Pacific Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 171 Asia Pacific Speech Processing Market by Country, 2018 - 2021, USD Million
TABLE 172 Asia Pacific Speech Processing Market by Country, 2022 - 2028, USD Million
TABLE 173 Asia Pacific Self-supervised Learning Market by Country, 2018 - 2021, USD Million
TABLE 174 Asia Pacific Self-supervised Learning Market by Country, 2022 - 2028, USD Million
TABLE 175 China Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 176 China Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 177 China Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 178 China Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 179 China Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 180 China Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 181 Japan Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 182 Japan Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 183 Japan Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 184 Japan Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 185 Japan Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 186 Japan Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 187 India Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 188 India Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 189 India Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 190 India Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 191 India Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 192 India Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 193 South Korea Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 194 South Korea Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 195 South Korea Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 196 South Korea Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 197 South Korea Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 198 South Korea Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 199 Singapore Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 200 Singapore Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 201 Singapore Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 202 Singapore Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 203 Singapore Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 204 Singapore Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 205 Malaysia Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 206 Malaysia Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 207 Malaysia Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 208 Malaysia Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 209 Malaysia Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 210 Malaysia Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 211 Rest of Asia Pacific Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 212 Rest of Asia Pacific Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 213 Rest of Asia Pacific Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 214 Rest of Asia Pacific Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 215 Rest of Asia Pacific Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 216 Rest of Asia Pacific Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 217 LAMEA Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 218 LAMEA Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 219 LAMEA Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 220 LAMEA Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 221 LAMEA BFSI Market by Country, 2018 - 2021, USD Million
TABLE 222 LAMEA BFSI Market by Country, 2022 - 2028, USD Million
TABLE 223 LAMEA Advertising & Media Market by Country, 2018 - 2021, USD Million
TABLE 224 LAMEA Advertising & Media Market by Country, 2022 - 2028, USD Million
TABLE 225 LAMEA Software Development (IT) Market by Country, 2018 - 2021, USD Million
TABLE 226 LAMEA Software Development (IT) Market by Country, 2022 - 2028, USD Million
TABLE 227 LAMEA Automotive & Transportation Market by Country, 2018 - 2021, USD Million
TABLE 228 LAMEA Automotive & Transportation Market by Country, 2022 - 2028, USD Million
TABLE 229 LAMEA Healthcare Market by Country, 2018 - 2021, USD Million
TABLE 230 LAMEA Healthcare Market by Country, 2022 - 2028, USD Million
TABLE 231 LAMEA Others Market by Country, 2018 - 2021, USD Million
TABLE 232 LAMEA Others Market by Country, 2022 - 2028, USD Million
TABLE 233 LAMEA Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 234 LAMEA Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 235 LAMEA Natural Language Processing (NLP) Market by Country, 2018 - 2021, USD Million
TABLE 236 LAMEA Natural Language Processing (NLP) Market by Country, 2022 - 2028, USD Million
TABLE 237 LAMEA Computer Vision Market by Country, 2018 - 2021, USD Million
TABLE 238 LAMEA Computer Vision Market by Country, 2022 - 2028, USD Million
TABLE 239 LAMEA Speech Processing Market by Country, 2018 - 2021, USD Million
TABLE 240 LAMEA Speech Processing Market by Country, 2022 - 2028, USD Million
TABLE 241 LAMEA Self-supervised Learning Market by Country, 2018 - 2021, USD Million
TABLE 242 LAMEA Self-supervised Learning Market by Country, 2022 - 2028, USD Million
TABLE 243 Brazil Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 244 Brazil Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 245 Brazil Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 246 Brazil Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 247 Brazil Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 248 Brazil Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 249 Argentina Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 250 Argentina Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 251 Argentina Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 252 Argentina Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 253 Argentina Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 254 Argentina Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 255 UAE Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 256 UAE Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 257 UAE Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 258 UAE Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 259 UAE Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 260 UAE Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 261 Saudi Arabia Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 262 Saudi Arabia Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 263 Saudi Arabia Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 264 Saudi Arabia Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 265 Saudi Arabia Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 266 Saudi Arabia Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 267 South Africa Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 268 South Africa Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 269 South Africa Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 270 South Africa Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 271 South Africa Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 272 South Africa Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 273 Nigeria Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 274 Nigeria Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 275 Nigeria Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 276 Nigeria Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 277 Nigeria Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 278 Nigeria Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 279 Rest of LAMEA Self-supervised Learning Market, 2018 - 2021, USD Million
TABLE 280 Rest of LAMEA Self-supervised Learning Market, 2022 - 2028, USD Million
TABLE 281 Rest of LAMEA Self-supervised Learning Market by End-use, 2018 - 2021, USD Million
TABLE 282 Rest of LAMEA Self-supervised Learning Market by End-use, 2022 - 2028, USD Million
TABLE 283 Rest of LAMEA Self-supervised Learning Market by Technology, 2018 - 2021, USD Million
TABLE 284 Rest of LAMEA Self-supervised Learning Market by Technology, 2022 - 2028, USD Million
TABLE 285 Key Information – Baidu, Inc.
TABLE 286 Key Information – Apple, Inc.
TABLE 287 key Information – Tesla, Inc.
TABLE 288 Key information – IBM Corporation
TABLE 289 key information – Microsoft Corporation
TABLE 290 Key Information – Amazon Web Services, Inc.
TABLE 291 Key Information – Meta Platforms, Inc.
TABLE 292 Key information – SAS Institute, Inc.
TABLE 293 Key Information – The MathWorks, Inc.
TABLE 294 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 Global Self-supervised Learning Market share by End-use, 2021
FIG 7 Global Self-supervised Learning Market share by End-use, 2028
FIG 8 Global Self-supervised Learning Market by End-use, 2018 - 2028, USD Million
FIG 9 Global Self-supervised Learning Market share by Technology, 2021
FIG 10 Global Self-supervised Learning Market share by Technology, 2028
FIG 11 Global Self-supervised Learning Market by Technology, 2018 - 2028, USD Million
FIG 12 Global Self-supervised Learning Market share by Region, 2021
FIG 13 Global Self-supervised Learning Market share by Region, 2028
FIG 14 Global Self-supervised Learning Market by Region, 2018 - 2028, USD Million
FIG 15 Recent strategies and developments: Baidu, Inc.
FIG 16 Swot analysis: Baidu, inc.
FIG 17 SWOT Analysis: apple, Inc.
FIG 18 Recent strategies and developments:tesla, Inc.
FIG 19 SWOT ANALYSIS: TESLA, INC.
FIG 20 Recent strategies and developments: IBM Corporation
FIG 21 Swot analysis: IBM Corporation
FIG 22 Recent strategies and developments: Microsoft Corporation
FIG 23 SWOT Analysis: Microsoft Corporation
FIG 24 Recent strategies and developments: Amazon Web Services, Inc.
FIG 25 SWOT analysis: Amazon.com, Inc.
FIG 26 Recent strategies and developments: DataRobot, Inc.