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自監督學習全球市場規模、份額、行業趨勢分析報告：按用戶（BFSI、廣告與媒體、軟件開發 (IT)、汽車與運輸、醫療保健）、技術、地區展望和預測2022-2028
市場調查報告書
商品編碼
1150501

自監督學習全球市場規模、份額、行業趨勢分析報告：按用戶（BFSI、廣告與媒體、軟件開發 (IT)、汽車與運輸、醫療保健）、技術、地區展望和預測2022-2028

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
出版日期: | 出版商: KBV Research | 英文 205 Pages | 訂單完成後即時交付

價格

全球自主學習市場規模預計在預測期內以 33.3% 的複合年增長率增長，到 2028 年達到 517 億美元。

Apple 和 Microsoft 等美國公司在研發項目上投入了大量資金。此外，這些公司正在研究人工智能和機器學習等尖端技術。美國公司 Meta 等市場進入者正在研究和試驗自我監督學習，並為該行業提供巨大的增長潛力。

近年來，可以從大量精心標記的數據中學習的人工智能係統的開發取得了長足進步。這種監督學習範式在生成專家模型方面有著良好的記錄，這些專家模型在為其開發的任務中表現出色。監督學習阻礙了構建更智能的通才模型，這些模型可以在沒有大量標記數據的情況下執行多項任務並學習新技能。

COVID-19 影響分析

為了應對 COVID-19 大流行，大多數 IT 專業人士表示他們已經加快了人工智能 (AI) 的部署。此外，在大流行期間，我們使用機器學習 (ML) 創建聊天機器人來篩查 COVID-19 症狀並響應一般查詢。機器學習和人工智能技術正被用於研究以對抗 COVID-19 大流行。在這個前所未有的時代，醫療保健和農業是目前最重要的兩個行業。機器學習受到了很多媒體的關注，因為它使計算機能夠模仿人類智能，吸收大量數據並發現模式和見解。這進一步推動了疫情期間自監督學習市場的增長。

市場增長因素

醫療保健中 ML 應用的擴展

ML 技術已經在許多與醫療保健相關的情況下發揮了作用。這項技術在醫療保健行業有很多用途，包括評估數百萬個不同的數據點、預測結果、提供快速風險評分以及準確分配資源。疾病識別和診斷難以識別的疾病和病症的檢測和診斷是該技術在醫療保健中最重要的應用之一。

在全球範圍內擴大雲計算技術的使用

由於越來越多地使用雲端計算技術和社交媒體平台，市場正在擴大。今天，所有企業主要依靠雲計算來提供企業存儲解決方案。隨著雲存儲的引入，數據分析在線完成，具有能夠分析雲端生成的實時數據的優勢。雲計算可以隨時隨地進行數據分析。

市場障礙

準確性差，技術限制

機器學習平台提供的各種優勢正在為市場的擴張做出貢獻。然而，該平台缺乏一些預計會阻礙市場擴張的關鍵要素。由於存在不准確的算法，市場受到嚴重阻礙，有時甚至不發達。準確性對於利用大數據和機器學習的製造公司來說至關重要。算法中的輕微錯誤可能會導致創建不准確的項目。

結束使用 Outlook

自監督學習市場根據最終用途細分為醫療保健、BFSI、汽車和交通、軟件開發 (IT)、廣告和媒體等。到 2021 年，BFSI 部門將獲得最大的收入份額並主導自監督學習市場。 BFSI 部門正在全球擴張，該部門的數位化也在取得進展。由於 COVID-19 大流行，不僅個人經常交流，而且他們開展業務的方式也在發生變化。

技術展望

按技術劃分，自我監督學習市場分為自然語言處理 (NLP)、計算機視覺和語音處理。到 2021 年，計算機視覺部分將在自我監督學習市場中佔據很大的收入份額。計算機視覺中自監督學習的基本概念是建立一個模型，該模型可以使用輸入或圖像數據處理任何基本的計算機視覺任務，並且在模型解決問題的同時，從所顯示的對象的結構中學習的能力。

區域展望

按地區劃分，分析了北美、歐洲、亞太地區和 LAMEA 的自監督學習市場。 2021 年，北美地區以最大的收入份額引領自監督學習市場。總部位於美國的公司正在強調數位化轉型，包括大數據分析、物聯網 (IoT)、增材製造、人工智能、增強現實 (AR)、互聯行業、機器學習 (ML) 和虛擬現實。它經常被認為是(VR) 等尖端技術和 4G、5G 和 LTE 等最新通信技術的早期採用者。

市場進入者採取的主要策略是產品發布。根據基數矩陣中的分析，Apple, Inc. 和 Microsoft Corporation 是自監督學習市場的先驅。 Meta Platforms, Inc.、Amazon Web Services, Inc. (Amazon.com, Inc.) 和 IBM Corporation 等公司是自我監督學習市場的領先創新者。

內容

第 1 章市場範圍與研究方法

  • 市場定義
  • 目的
  • 市場規模
  • 細分
    • 全球自我監督學習市場，按最終用戶分類
    • 全球自我監督學習市場，按技術分類
    • 全球自監督學習市場，按地區
  • 調查方法

第 2 章市場概述

  • 簡介
    • 簡介
      • 市場構成和情景
  • 影響市場的主要因素
    • 市場促進因素
    • 市場抑制因素

第 3 章競爭分析 - 世界

  • KBV 基數矩陣
  • 近期的全行業戰略發展
    • 夥伴關係、協作和合同
    • 產品發布和產品擴展
    • 收購與合併
    • 地域擴張
  • 關鍵成功策略
    • 主要領先戰略：比例分佈（2018-2022 年）
    • 關鍵戰略舉措：（產品發布和產品擴展：2018 年 9 月至 2022 年 8 月）主要參與者
    • 主要戰略舉措：（併購：2019 年 6 月至 2022 年 7 月）主要參與者

第 4 章全球自我監督學習市場：按最終用途分類

  • BFSI 全球市場：按地區
  • 按地區劃分的全球廣告和媒體市場
  • 全球軟件開發 (IT) 市場：按地區
  • 全球汽車和運輸市場：按地區
  • 全球醫療保健市場：按地區
  • 全球各地區的其他市場

第 5 章全球自我監督學習市場：按技術分類

  • 全球自然語言處理 (NLP) 市場：按地區
  • 全球計算機視覺市場：按地區
  • 全球語音處理市場：按地區

第 6 章自監督學習的全球市場：按地區

  • 北美
    • 按國家/地區劃分的北美自監督學習市場
      • 美國
      • 加拿大
      • 墨西哥
      • 北美以外的地區
  • 歐洲
    • 歐洲自主學習市場：按國家/地區分類
      • 德國
      • 英國
      • 法國
      • 俄羅斯
      • 西班牙
      • 意大利
      • 其他歐洲
  • 亞太地區
    • 亞太地區監督學習市場：按國家/地區分類
      • 中國
      • 日本
      • 印度
      • 韓國
      • 新加坡
      • 馬來西亞
      • 其他亞太地區
  • 拉美
    • LAMEA 自監督學習市場：按國家/地區分類
      • 巴西
      • 阿根廷
      • 阿聯酋
      • 沙特阿拉伯
      • 南非
      • 尼日利亞
      • 其他拉美地區

第 7 章公司簡介

  • 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.

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.

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.

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.

Recent strategies deployed in Self-supervised Learning Market

Product Launches & Product Expansion:

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.

Partnerships, Collaborations & 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.

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

Companies Profiled

  • 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.

Unique Offerings from KBV Research

  • Exhaustive coverage
  • Highest number of market tables and figures
  • Subscription based model available
  • Guaranteed best price
  • Assured post sales research support with 10% customization free

Table of Contents

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:

LIST OF TABLES

  • 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.