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自监督学习全球市场规模、份额、行业趋势分析报告：按用户（BFSI、广告与媒体、软件开发 (IT)、汽车与运输、医疗保健）、技术、地区展望和预测2022-2028
市场调查报告书
商品编码
1150501

自监督学习全球市场规模、份额、行业趋势分析报告：按用户（BFSI、广告与媒体、软件开发 (IT)、汽车与运输、医疗保健）、技术、地区展望和预测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 | 订单完成后即时交付

价格

全球自主学习市场规模预计在预测期内以 33.3% 的复合年增长率增长，到 2028 年达到 517 亿美元。

Apple 和 Microsoft 等美国公司在研发项目上投入了大量资金。此外，这些公司正在研究人工智能和机器学习等尖端技术。美国公司 Meta 等市场进入者正在研究和试验自我监督学习，并为该行业提供巨大的增长潜力。

近年来，可以从大量精心标记的数据中学习的人工智能係统的开发取得了长足进步。这种监督学习范式在生成专家模型方面有着良好的记录，这些专家模型在为其开发的任务中表现出色。监督学习阻碍了构建更智能的通才模型，这些模型可以在没有大量标记数据的情况下执行多项任务并学习新技能。

COVID-19 影响分析

为了应对 COVID-19 大流行，大多数 IT 专业人士表示他们已经加快了人工智能 (AI) 的部署。此外，在大流行期间，我们使用机器学习 (ML) 创建聊天机器人来筛查 COVID-19 症状并响应一般查询。机器学习和人工智能技术正被用于研究以对抗 COVID-19 大流行。在这个前所未有的时代，医疗保健和农业是目前最重要的两个行业。机器学习受到了很多媒体的关注，因为它使计算机能够模仿人类智能，吸收大量数据并发现模式和见解。这进一步推动了疫情期间自监督学习市场的增长。

市场增长因素

医疗保健中 ML 应用的扩展

ML 技术已经在许多与医疗保健相关的情况下发挥了作用。这项技术在医疗保健行业有很多用途，包括评估数百万个不同的数据点、预测结果、提供快速风险评分以及准确分配资源。疾病识别和诊断难以识别的疾病和病症的检测和诊断是该技术在医疗保健中最重要的应用之一。

在全球范围内扩大云计算技术的使用

由于越来越多地使用云端计算技术和社交媒体平台，市场正在扩大。今天，所有企业主要依靠云计算来提供企业存储解决方案。随着云存储的引入，数据分析在线完成，具有能够分析云端生成的实时数据的优势。云计算可以随时随地进行数据分析。

市场障碍

准确性差，技术限制

机器学习平台提供的各种优势正在为市场的扩张做出贡献。然而，该平台缺乏一些预计会阻碍市场扩张的关键要素。由于存在不准确的算法，市场受到严重阻碍，有时甚至不发达。准确性对于利用大数据和机器学习的製造公司来说至关重要。算法中的轻微错误可能会导致创建不准确的项目。

结束使用 Outlook

自监督学习市场根据最终用途细分为医疗保健、BFSI、汽车和交通、软件开发 (IT)、广告和媒体等。到 2021 年，BFSI 部门将获得最大的收入份额并主导自监督学习市场。 BFSI 部门正在全球扩张，该部门的数位化也在取得进展。由于 COVID-19 大流行，不仅个人经常交流，而且他们开展业务的方式也在发生变化。

技术展望

按技术划分，自我监督学习市场分为自然语言处理 (NLP)、计算机视觉和语音处理。到 2021 年，计算机视觉部分将在自我监督学习市场中占据很大的收入份额。计算机视觉中自监督学习的基本概念是建立一个模型，该模型可以使用输入或图像数据处理任何基本的计算机视觉任务，并且在模型解决问题的同时，从所显示的对象的结构中学习的能力。

区域展望

按地区划分，分析了北美、欧洲、亚太地区和 LAMEA 的自监督学习市场。 2021 年，北美地区以最大的收入份额引领自监督学习市场。总部位于美国的公司正在强调数位化转型，包括大数据分析、物联网 (IoT)、增材製造、人工智能、增强现实 (AR)、互联行业、机器学习 (ML) 和虚拟现实。它经常被认为是(VR) 等尖端技术和 4G、5G 和 LTE 等最新通信技术的早期采用者。

市场进入者采取的主要策略是产品发布。根据基数矩阵中的分析，Apple, Inc. 和 Microsoft Corporation 是自监督学习市场的先驱。 Meta Platforms, Inc.、Amazon Web Services, Inc. (Amazon.com, Inc.) 和 IBM Corporation 等公司是自我监督学习市场的领先创新者。

内容

第 1 章市场范围与研究方法

  • 市场定义
  • 目的
  • 市场规模
  • 细分
    • 全球自我监督学习市场，按最终用户分类
    • 全球自我监督学习市场，按技术分类
    • 全球自监督学习市场，按地区
  • 调查方法

第 2 章市场概述

  • 简介
    • 简介
      • 市场构成和情景
  • 影响市场的主要因素
    • 市场促进因素
    • 市场抑制因素

第 3 章竞争分析 - 世界

  • KBV 基数矩阵
  • 近期的全行业战略发展
    • 伙伴关係、协作和合同
    • 产品发布和产品扩展
    • 收购与合併
    • 地域扩张
  • 关键成功策略
    • 主要领先战略：比例分布（2018-2022 年）
    • 关键战略举措：（产品发布和产品扩展：2018 年 9 月至 2022 年 8 月）主要参与者
    • 主要战略举措：（併购：2019 年 6 月至 2022 年 7 月）主要参与者

第 4 章全球自我监督学习市场：按最终用途分类

  • BFSI 全球市场：按地区
  • 按地区划分的全球广告和媒体市场
  • 全球软件开发 (IT) 市场：按地区
  • 全球汽车和运输市场：按地区
  • 全球医疗保健市场：按地区
  • 全球各地区的其他市场

第 5 章全球自我监督学习市场：按技术分类

  • 全球自然语言处理 (NLP) 市场：按地区
  • 全球计算机视觉市场：按地区
  • 全球语音处理市场：按地区

第 6 章自监督学习的全球市场：按地区

  • 北美
    • 按国家/地区划分的北美自监督学习市场
      • 美国
      • 加拿大
      • 墨西哥
      • 北美以外的地区
  • 欧洲
    • 欧洲自主学习市场：按国家/地区分类
      • 德国
      • 英国
      • 法国
      • 俄罗斯
      • 西班牙
      • 意大利
      • 其他欧洲
  • 亚太地区
    • 亚太地区监督学习市场：按国家/地区分类
      • 中国
      • 日本
      • 印度
      • 韩国
      • 新加坡
      • 马来西亚
      • 其他亚太地区
  • 拉美
    • LAMEA 自监督学习市场：按国家/地区分类
      • 巴西
      • 阿根廷
      • 阿联酋
      • 沙特阿拉伯
      • 南非
      • 尼日利亚
      • 其他拉美地区

第 7 章公司简介

  • 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.