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市场调查报告书
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人工智慧训练资料集市场：按类型、最终用户划分 - 2024-2030 年全球预测

AI Training Dataset Market by Type (Audio, Image/Video, Text), End-User (Automotive, Banking, Financial Services & Insurance (BFSI), Government) - Global Forecast 2024-2030
出版日期: | 出版商: 360iResearch | 英文 198 Pages | 商品交期: 最快1-2个工作天内

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人工智慧训练资料集市场规模预计2023年为17.1亿美元，2024年达到21.2亿美元，预计2030年将达到88.3亿美元，复合年增长率为26.41%。

人工智慧 (AI) 训练资料集是用于训练 AI 模型处理资讯、做出预测并学习执行特定任务的综合资料集，而无需明确程式设计。 AI 训练资料集用于开发用于预测分析、医学影像识别、语音辨识系统、机器学习 (ML) 和人工智慧 (AI) 解决方案的 AI 模型。因此，这些资料集的最终用户包括开发人工智慧演算法的科技公司、致力于智慧设备和解决方案的新兴企业以及致力于尖端人工智慧技术的研究机构。由于人工智慧技术在製造和医疗保健等各行业的普及，以及对人工智慧技术的大量投资，对人工智慧训练资料集的需求出现了。此外，政府针对工业 4.0、智慧工厂和智慧建筑的倡议也为人工智慧训练资料集的成长提供了新的途径。然而，训练资料缺乏品质和多样性可能会导致人工智慧效率低下和模型出现偏差。此外，隐私问题以及建立、管理和更新人工智慧训练资料集所涉及的技术复杂性也是主要限制因素。然而，主要参与者正在专注于改进来自不同来源的资料集的聚合，以代表不同的人口统计数据，这将有助于消除偏见并促进有效的资料标记，并可以投入精力开发匿名化技术。 KEYWORD 创新和研究可以致力于提高资料品质、代表性和可用性。

主要市场统计
基准年[2023] 17.1亿美元
预测年份 [2024] 21.2亿美元
预测年份 [2030] 88.3亿美元
复合年增长率（%） 26.41%

类型：采用基于文字的人工智慧训练资料集进行各行业的文本分类和情感分析

近年来，由于 IT 行业越来越多地将文字资料集集用于语音辨识、文字分类和字幕生成等各种自动化流程，因此文字领域继续占据重要地位。 AI训练资料集的文本分类被认为是对文字进行类别的智慧分类，并且透过使用机器学习（ML）来自动化这些任务，整个过程变得极其快速和高效。此外，音乐、语音、语音命令、多模态心线 (MELD) 和环境音讯资料集集等音讯资料集也广泛可用。基于语音的人工智慧训练资料集可以提高工作效率，允许使用者口述文件、电子邮件回覆和其他文本，而无需手动将资讯输入机器。然而，获取基于语音的人工智慧训练资料集的成本相对较高，具体取决于资料集的大小。

电脑视觉系统的图像和视讯资料收集有几个优点，包括图像特定的储存库、根据您的要求标记图像的能力以及存取历史资料。行为识别已成为研究界关注的主要领域，因为视讯搜寻、视讯字幕和视讯问答等许多应用都可以从改进的建模中受益。视讯资料集在解决防止人类定位的各种挑战方面发挥着重要作用，例如密集对应、深度、运动、身体截面和遮蔽资讯。

最终用户：扩大资讯科技在全球的足迹，需要部署先进的人工智慧训练资料集

资讯科技可以透过支援众包、资料分析和虚拟助理等各种解决方案，为企业带来巨大好处。医疗保健领域的人工智慧在生活方式和健康管理、诊断、虚拟助理和穿戴式装置等领域提供了多种机会。此外，人工智慧将应用于支援语音的症状检查器，以改善组织工作流程。这些人工智慧应用程式需要大量资料集才能提供准确的结果。此外，基于汽车应用的人工智慧和深度学习模型提供了许多有价值的见解和分析，以准确检测驾驶员行为。采用人工智慧感测器和系统将有助于检测突发行为并提供警告信号以避免事故。

在 BFSI，基于 NLP 的聊天机器人和人工智慧训练资料集支援的语音机器人可以回答客户有关每月费用、贷款合格和负担得起的保险计划的问题，为消费者提供 24 小时不间断的服务。此外，基于人工智慧的训练资料集可以分析产品目录资料并预测未来的产品需求，使零售商和电子零售商能够就存量基准做出明智的决策，并且可以避免产品库存过多或库存不足。在政府部门，人工智慧训练资料集帮助识别逃税模式，筛选基础设施资料以进行桥樑检查，筛选健康和社会服务资料以优先考虑儿童福利和支持，并检测感染疾病。 ETC。它使世界各地的政府能够更有效地业务，改善资料结果，并降低政府业务和程序的成本。

区域洞察

美洲地区，特别是美国和加拿大，其特点是存在部署先进人工智慧训练资料集集的成熟科技公司。在医疗保健、金融、网路安全和电子商务等领域，人工智慧训练资料集正在为高级演算法训练提供支持，以支援预测分析、客户行为分析和诈骗检测等任务。在欧盟国家，人们越来越关注用户线上隐私和资料保护，从而催生了以消费者资料权利为中心的创新解决方案和人工智慧培训资料集。此外，人工智慧研究和开发倡议正在获得政府和私营部门的大量投资。越来越多的科技新兴企业和企业专注于提供基于人工智慧的数位服务，创造了对人工智慧训练资料集的需求。中国和印度等许多国家的网路普及很高，提供了庞大的消费群和快速成长的数位服务需求。工业 4.0 措施和政府提高自动化程度的努力正在进一步加速人工智慧训练资料集集的部署。

FPNV定位矩阵

FPNV定位矩阵对于评估AI训练资料集市场至关重要。我们检视与业务策略和产品满意度相关的关键指标，以对供应商进行全面评估。这种深入的分析使用户能够根据自己的要求做出明智的决策。根据评估，供应商被分为四个成功程度不同的像限：前沿（F）、探路者（P）、利基（N）和重要（V）。

市场占有率分析

市场占有率分析是一个综合工具，可以对人工智慧训练资料集市场供应商的现状进行深入而详细的研究。全面比较和分析供应商在整体收益、基本客群和其他关键指标方面的贡献，以便更好地了解公司的绩效及其在争夺市场占有率时面临的挑战。此外，该分析还提供了对该行业竞争特征的宝贵见解，包括在研究基准年观察到的累积、分散主导地位和合併特征等因素。详细程度的提高使供应商能够做出更明智的决策并制定有效的策略，以获得市场竞争优势。

本报告在以下方面提供了宝贵的见解：

1. 市场渗透率：提供有关主要企业所服务的市场的全面资讯。

2. 市场开拓：我们深入研究利润丰厚的新兴市场，并分析其在成熟细分市场的渗透率。

3. 市场多元化：提供有关新产品发布、开拓地区、最新发展和投资的详细资讯。

4.竞争评估及资讯：对主要企业的市场占有率、策略、产品、认证、监管状况、专利状况、製造能力等进行综合评估。

5. 产品开发与创新：提供对未来技术、研发活动和突破性产品开发的见解。

本报告解决了以下关键问题：

1.AI训练资料集市场的市场规模和预测是多少？

2.在人工智慧训练资料集市场的预测期内，有哪些产品、细分市场、应用程式和领域需要考虑投资？

3.AI训练资料集市场的技术趋势和法规结构是什么？

4.AI训练资料集市场主要厂商的市场占有率是多少？

5.进入AI训练资料集市场的合适型态和策略手段是什么？

目录

第一章 前言

第二章调查方法

第三章执行摘要

第四章市场概况

第五章市场洞察

  • 市场动态
    • 促进因素
      • 透过人工智慧在工业领域的整合实现工业营运自动化
      • 政府支持人工智慧在各终端用户产业整合的倡议
    • 抑制因素
      • AI训练资料集的局限性
    • 机会
      • AI训练资料模型的技术进步
      • 有利的投资环境为人工智慧培训资料平台提供动力
    • 任务
      • 资料标籤和基准测试问题
  • 市场区隔分析
    • 类型：采用以文本为基础的AI训练资料集进行各行业的文本分类与情感分析
    • 最终用户：全球资讯科技中心的扩张需要采用先进的人工智慧训练资料集
  • 市场趋势分析
    • 在老牌科技公司和新时代Start-Ups的支持下，美洲人工智慧解决方案不断创新和升级
    • 与市场参与者在亚太地区开发人工智慧培训资料集的协作环境，重点关注语言、文化和区域特殊性，以满足市场特定需求
    • 地区政府支持人工智慧采用的倡议和跨境官民合作关係关係，并得到提供独特培训资料集集的领先公司的支持
  • 俄罗斯-乌克兰衝突的累积影响
  • 高通膨的累积效应
  • 波特五力分析
  • 价值炼和关键路径分析
  • 法规结构分析

第 6 章 AI 训练资料集市场：按类型

  • 音讯的
  • 图片/影片
  • 句子

第七章 人工智慧训练资料集市场：按最终用户划分

  • 车
  • 银行、金融服务和保险 (BFSI)
  • 政府
  • 卫生保健
  • 资讯科技
  • 零售/电子商务

第 8 章美洲人工智慧训练资料集市场

  • 阿根廷
  • 巴西
  • 加拿大
  • 墨西哥
  • 美国

第九章亚太人工智慧训练资料集市场

  • 澳洲
  • 中国
  • 印度
  • 印尼
  • 日本
  • 马来西亚
  • 菲律宾
  • 新加坡
  • 韩国
  • 台湾
  • 泰国
  • 越南

第十章 欧洲/中东/非洲AI训练资料集市场

  • 丹麦
  • 埃及
  • 芬兰
  • 法国
  • 德国
  • 以色列
  • 义大利
  • 荷兰
  • 奈及利亚
  • 挪威
  • 波兰
  • 卡达
  • 俄罗斯
  • 沙乌地阿拉伯
  • 南非
  • 西班牙
  • 瑞典
  • 瑞士
  • 土耳其
  • 阿拉伯聯合大公国
  • 英国

第十一章竞争格局

  • 2023 年市场占有率分析
  • FPNV 定位矩阵，2023
  • 竞争场景分析
    • 华为在GITEX GLOBAL 2023发布面向大型模型时代的AI储存新品
    • Meta 的新人工智慧聊天机器人接受了来自 Facebook 和 Instagram 的公共贴文的训练
    • Railtown AI 发布基于知识的人工智慧助理并申请人工智慧临时专利
    • IBM 将在三年内对 200 万人进行人工智慧培训，特别关注代表性不足的社区
    • 诺基亚发布了在 Google Cloud 上运行的 AVA Data Suite，以加速 AI/ML 开发。
    • CGI 将投资 10 亿美元扩展其人工智慧能力，帮助客户设计和执行负责任的、投资回报率主导的策略。
    • Databricks 完成对 MosaicML 的收购
    • RWS 发布用于自然语言处理的 AI 训练资料集
    • 澳鹏发布三款新产品，用于建构可靠的生成式人工智慧应用
    • BioNTech 收购 InstaDeep，以加强在人工智慧驱动的药物发现、设计和开发领域的地位
    • Accenture与Google云端扩大合作关係，加速释放技术、资料和人工智慧的价值

第12章竞争产品组合

  • 主要企业简介
  • 主要产品系列
Product Code: MRR-742BD517A2F2

[198 Pages Report] The AI Training Dataset Market size was estimated at USD 1.71 billion in 2023 and expected to reach USD 2.12 billion in 2024, at a CAGR 26.41% to reach USD 8.83 billion by 2030.

An artificial intelligence (AI) training dataset is a comprehensive set of data used to train AI models to process information, make predictions, and learn to perform specific tasks without explicit programming. AI training datasets are used for the development of AI models utilized in predictive analytics, medical image recognition, voice and speech recognition systems, and machine learning (ML) and artificial intelligence (AI) enabled solutions. Consequently, the end users of these datasets are diverse, consisting of technology firms developing AI algorithms, startups working on smart devices and solutions, and research institutions involved in cutting-edge AI technologies. The proliferation of AI technologies in various industries, such as manufacturing and healthcare, and significant investment in AI technology has created the need for AI training datasets. Furthermore, government initiatives for Industry 4.0, smart factories, and smart buildings provide new avenues for the growth of AI training datasets. However, lacking quality and diversity in the training data can lead to inefficient AI and biased models. Furthermore, privacy issues and technical complexities involved in creating, managing, and updating AI training datasets pose significant limitations. However, major players focus on improving the aggregation of datasets from diverse sources to represent different demographics, which can help eliminate bias, and efforts could be invested in developing techniques for efficient data labeling and anonymization. Innovation and research in AI training datasets can be redirected toward improving data quality, representation, and usability.

KEY MARKET STATISTICS
Base Year [2023] USD 1.71 billion
Estimated Year [2024] USD 2.12 billion
Forecast Year [2030] USD 8.83 billion
CAGR (%) 26.41%

Type: Adoption of text-based AI training datasets for text classification and sentiment analysis in various industries

The text segment has remained significant in recent years owing to the rising use of text datasets in the IT industry for diverse automation processes such as speech recognition, text classification, and caption generation. Text classification for AI training datasets is considered a smart classification of text into categories, and using machine learning (ML) to automate these tasks makes the entire process exceptionally fast and efficient. Moreover, audio datasets such as music, speech, speech, speech commands, multimodal emotion lines (MELD), and environmental audio datasets are widely available. The audio-based AI training datasets allow improved productivity, allowing users to dictate documents, email responses, and other text without manually inputting any information into a machine. However, the cost of acquiring audio-based AI training datasets is relatively high, depending on the size of the dataset.

Image or video data collection for computer vision systems has several benefits, including a unique image-specific repository, the ability to label images as per requirements, and access to historical data. Action recognition has become a major focus area for the research community as many applications can benefit from improved modeling, such as video retrieval, video captioning, and video question-answering. Video datasets play a critical role in addressing various difficulties in preventing human positioning, including dense correspondence, profundity, motion, body sectioning, and occlusion information.

End-user: Expansion of information technology hubs across the world necessitating deployment of advanced AI training dataset

Information technology offers significant benefits to companies by enhancing various solutions such as crowdsourcing, data analytics, and virtual assistants. AI in healthcare offers multiple opportunities in areas such as lifestyle and wellness management, diagnostics, virtual assistants, and wearables. In addition, AI finds applications in a voice-enabled symptom checker and improves organizational workflow. These AI applications require an extensive dataset to provide accurate results. Moreover, AI and deep learning models based on automotive applications offer many valuable insights and analytics to detect driver behavior accurately. The adoption of AI sensors and systems aids in detecting drivers' behavior and provides warning signals to avoid accidents.

In BFSI, AI training dataset-enabled NLP-based chatbots and speech bots can answer a customer's questions regarding monthly costs, loan eligibility, and inexpensive insurance plans, providing uninterrupted service to consumers around the clock. Furthermore, AI-based training datasets can analyze data from the product catalog and predict future demand for products, allowing retailers and e-tailers to make informed decisions about inventory levels and avoid overstocking or understocking products. In the government sector, AI training datasets help identify tax-evasion patterns, sort through infrastructure data to target bridge inspections or sift through health and social-service data to prioritize cases for child welfare and support or predict the spread of infectious diseases. They enable governments worldwide to perform more efficiently, improving data outcomes and decreasing costs in various government operations and procedures.

Regional Insights

The Americas region, particularly the U.S. and Canada, is characterized by the presence of established technological firms deploying advanced AI training datasets. In several sectors, including healthcare, finance, cybersecurity, and eCommerce, AI training datasets facilitate sophisticated algorithm training, propelling tasks such as predictive analytics, customer behavior analysis, and fraud detection. In EU nations, there is a heightened focus on user's online privacy and data protection, leading to innovative solutions and AI training datasets centered on consumer data rights. Additionally, AI research and development initiatives have observed substantial governmental and private sector investment. The growing number of technology startups and businesses focussed on providing AI-based digital services has created demand for AI training datasets. Many countries, such as China and India, offer a vast consumer base with increasing internet penetration, driving a burgeoning demand for digital services. Government initiatives aimed toward advancing Industry 4.0 initiatives and automation efforts have further fuelled the deployment of AI training datasets.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the AI Training Dataset Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the AI Training Dataset Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the AI Training Dataset Market, highlighting leading vendors and their innovative profiles. These include ADLINK Technology Inc., Alegion Inc., Amazon Web Services, Inc., Anolytics, Appen Limited, Atos SE, Automaton AI Infosystem Pvt. Ltd., Clarifai, Inc., Clickworker GmbH, Cogito Tech LLC, DataClap, DataRobot, Inc., Deep Vision Data by Kinetic Vision, Deeply, Inc., Google LLC by Alphabet, Inc., Gretel Labs, Inc., Huawei Technologies Co., Ltd., International Business Machines Corporation, Lionbridge Technologies, LLC, Meta Platforms, Inc., Microsoft Corporation, Mindtech Global Limited, Mostly AI Solutions MP GmbH, NVIDIA Corporation, Oracle Corporation, PIXTA Inc., Samasource Impact Sourcing, Inc., SAP SE, Scale AI, Inc., Siemens AG, Snorkel AI, Inc., Sony Group Corporation, SuperAnnotate AI, Inc., TagX, UniCourt Inc., and Wisepl Private Limited.

Market Segmentation & Coverage

This research report categorizes the AI Training Dataset Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Type
    • Audio
    • Image/Video
    • Text
  • End-User
    • Automotive
    • Banking, Financial Services & Insurance (BFSI)
    • Government
    • Healthcare
    • Information Technology
    • Retail & e-Commerce
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • Arizona
        • California
        • Florida
        • Illinois
        • Indiana
        • Massachusetts
        • Nevada
        • New Jersey
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the AI Training Dataset Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the AI Training Dataset Market?

3. What are the technology trends and regulatory frameworks in the AI Training Dataset Market?

4. What is the market share of the leading vendors in the AI Training Dataset Market?

5. Which modes and strategic moves are suitable for entering the AI Training Dataset Market?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Integration of AI in industrial sectors to automate industrial operations
      • 5.1.1.2. Supportive government initiatives for AI-integration across various end-user industries
    • 5.1.2. Restraints
      • 5.1.2.1. Limitations of AI training datasets
    • 5.1.3. Opportunities
      • 5.1.3.1. Technological advancements in AI training data models
      • 5.1.3.2. Favorable investment landscape to enhance AI training data platforms
    • 5.1.4. Challenges
      • 5.1.4.1. Issues with the data labeling and benchmarking
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Type: Adoption of text-based AI training datasets for text classification and sentiment analysis in various industries
    • 5.2.2. End-user: Expansion of information technology hubs across the world necessitating deployment of advanced AI training dataset
  • 5.3. Market Trend Analysis
    • 5.3.1. Continuous innovation and upgradation of AI solutions in the Americas backed by the presence of established tech companies and new-age startups
    • 5.3.2. Collaborative environment for AI training dataset development in the APAC with market players focusing on regional specificity catering to linguistic, cultural, and market-specific needs
    • 5.3.3. Supportive regional government initiatives and cross-border private-public partnerships for AI deployment supported by established companies offering distinct training datasets
  • 5.4. Cumulative Impact of Russia-Ukraine Conflict
  • 5.5. Cumulative Impact of High Inflation
  • 5.6. Porter's Five Forces Analysis
    • 5.6.1. Threat of New Entrants
    • 5.6.2. Threat of Substitutes
    • 5.6.3. Bargaining Power of Customers
    • 5.6.4. Bargaining Power of Suppliers
    • 5.6.5. Industry Rivalry
  • 5.7. Value Chain & Critical Path Analysis
  • 5.8. Regulatory Framework Analysis

6. AI Training Dataset Market, by Type

  • 6.1. Introduction
  • 6.2. Audio
  • 6.3. Image/Video
  • 6.4. Text

7. AI Training Dataset Market, by End-User

  • 7.1. Introduction
  • 7.2. Automotive
  • 7.3. Banking, Financial Services & Insurance (BFSI)
  • 7.4. Government
  • 7.5. Healthcare
  • 7.6. Information Technology
  • 7.7. Retail & e-Commerce

8. Americas AI Training Dataset Market

  • 8.1. Introduction
  • 8.2. Argentina
  • 8.3. Brazil
  • 8.4. Canada
  • 8.5. Mexico
  • 8.6. United States

9. Asia-Pacific AI Training Dataset Market

  • 9.1. Introduction
  • 9.2. Australia
  • 9.3. China
  • 9.4. India
  • 9.5. Indonesia
  • 9.6. Japan
  • 9.7. Malaysia
  • 9.8. Philippines
  • 9.9. Singapore
  • 9.10. South Korea
  • 9.11. Taiwan
  • 9.12. Thailand
  • 9.13. Vietnam

10. Europe, Middle East & Africa AI Training Dataset Market

  • 10.1. Introduction
  • 10.2. Denmark
  • 10.3. Egypt
  • 10.4. Finland
  • 10.5. France
  • 10.6. Germany
  • 10.7. Israel
  • 10.8. Italy
  • 10.9. Netherlands
  • 10.10. Nigeria
  • 10.11. Norway
  • 10.12. Poland
  • 10.13. Qatar
  • 10.14. Russia
  • 10.15. Saudi Arabia
  • 10.16. South Africa
  • 10.17. Spain
  • 10.18. Sweden
  • 10.19. Switzerland
  • 10.20. Turkey
  • 10.21. United Arab Emirates
  • 10.22. United Kingdom

11. Competitive Landscape

  • 11.1. Market Share Analysis, 2023
  • 11.2. FPNV Positioning Matrix, 2023
  • 11.3. Competitive Scenario Analysis
    • 11.3.1. Huawei Launches New AI Storage Product for the Era of Large Model at GITEX GLOBAL 2023
    • 11.3.2. Meta's new AI chatbot trained on public Facebook and Instagram posts
    • 11.3.3. Railtown AI Launches Knowledge-based AI Assistant and Files Provisional Patent Application Relating to AI
    • 11.3.4. IBM Commits to Train 2 Million in Artificial Intelligence in Three Years, with a Focus on Underrepresented Communities
    • 11.3.5. Nokia launches AVA Data Suite to run on Google Cloud to facilitate AI/ML development
    • 11.3.6. CGI to Invest USD 1 Billion On Expansion Of Ai Capabilities To Help Clients Design And Deliver Responsible, Roi-Led Strategies
    • 11.3.7. Databricks Completes Acquisition of MosaicML
    • 11.3.8. RWS Launches AI Training Dataset for Natural Language Processing
    • 11.3.9. Appen Launches Three New Products to Build Trustworthy Generative AI Applications
    • 11.3.10. BioNTech to Acquire InstaDeep to Strengthen the Position in the Field of AI-powered Drug Discovery, Design and Development
    • 11.3.11. Accenture and Google Cloud Expand Partnership to Accelerate Value from Technology, Data and AI

12. Competitive Portfolio

  • 12.1. Key Company Profiles
  • 12.2. Key Product Portfolio

LIST OF FIGURES

  • FIGURE 1. AI TRAINING DATASET MARKET RESEARCH PROCESS
  • FIGURE 2. AI TRAINING DATASET MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL AI TRAINING DATASET MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL AI TRAINING DATASET MARKET SIZE, BY REGION, 2023 VS 2030 (%)
  • FIGURE 5. GLOBAL AI TRAINING DATASET MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. AI TRAINING DATASET MARKET DYNAMICS
  • FIGURE 7. GLOBAL AI TRAINING DATASET MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
  • FIGURE 8. GLOBAL AI TRAINING DATASET MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 9. GLOBAL AI TRAINING DATASET MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
  • FIGURE 10. GLOBAL AI TRAINING DATASET MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 11. AMERICAS AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 12. AMERICAS AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 13. UNITED STATES AI TRAINING DATASET MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 14. UNITED STATES AI TRAINING DATASET MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 15. ASIA-PACIFIC AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 16. ASIA-PACIFIC AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 17. EUROPE, MIDDLE EAST & AFRICA AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 18. EUROPE, MIDDLE EAST & AFRICA AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 19. AI TRAINING DATASET MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 20. AI TRAINING DATASET MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. AI TRAINING DATASET MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL AI TRAINING DATASET MARKET SIZE, 2018-2023 (USD MILLION)
  • TABLE 4. GLOBAL AI TRAINING DATASET MARKET SIZE, 2024-2030 (USD MILLION)
  • TABLE 5. GLOBAL AI TRAINING DATASET MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 6. GLOBAL AI TRAINING DATASET MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 7. GLOBAL AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 8. GLOBAL AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 9. GLOBAL AI TRAINING DATASET MARKET SIZE, BY AUDIO, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 10. GLOBAL AI TRAINING DATASET MARKET SIZE, BY AUDIO, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 11. GLOBAL AI TRAINING DATASET MARKET SIZE, BY IMAGE/VIDEO, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 12. GLOBAL AI TRAINING DATASET MARKET SIZE, BY IMAGE/VIDEO, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 13. GLOBAL AI TRAINING DATASET MARKET SIZE, BY TEXT, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 14. GLOBAL AI TRAINING DATASET MARKET SIZE, BY TEXT, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 15. GLOBAL AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 16. GLOBAL AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 17. GLOBAL AI TRAINING DATASET MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 18. GLOBAL AI TRAINING DATASET MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 19. GLOBAL AI TRAINING DATASET MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), BY REGION, 2018-2023 (USD MILLION)
  • TABLE 20. GLOBAL AI TRAINING DATASET MARKET SIZE, BY BANKING, FINANCIAL SERVICES & INSURANCE (BFSI), BY REGION, 2024-2030 (USD MILLION)
  • TABLE 21. GLOBAL AI TRAINING DATASET MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 22. GLOBAL AI TRAINING DATASET MARKET SIZE, BY GOVERNMENT, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 23. GLOBAL AI TRAINING DATASET MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 24. GLOBAL AI TRAINING DATASET MARKET SIZE, BY HEALTHCARE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 25. GLOBAL AI TRAINING DATASET MARKET SIZE, BY INFORMATION TECHNOLOGY, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 26. GLOBAL AI TRAINING DATASET MARKET SIZE, BY INFORMATION TECHNOLOGY, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 27. GLOBAL AI TRAINING DATASET MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 28. GLOBAL AI TRAINING DATASET MARKET SIZE, BY RETAIL & E-COMMERCE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 29. AMERICAS AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 30. AMERICAS AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 31. AMERICAS AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 32. AMERICAS AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 33. AMERICAS AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 34. AMERICAS AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 35. ARGENTINA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 36. ARGENTINA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 37. ARGENTINA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 38. ARGENTINA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 39. BRAZIL AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 40. BRAZIL AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 41. BRAZIL AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 42. BRAZIL AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 43. CANADA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 44. CANADA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 45. CANADA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 46. CANADA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 47. MEXICO AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 48. MEXICO AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 49. MEXICO AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 50. MEXICO AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 51. UNITED STATES AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 52. UNITED STATES AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 53. UNITED STATES AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 54. UNITED STATES AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 55. UNITED STATES AI TRAINING DATASET MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
  • TABLE 56. UNITED STATES AI TRAINING DATASET MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
  • TABLE 57. ASIA-PACIFIC AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 58. ASIA-PACIFIC AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 59. ASIA-PACIFIC AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 60. ASIA-PACIFIC AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 61. ASIA-PACIFIC AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 62. ASIA-PACIFIC AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 63. AUSTRALIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 64. AUSTRALIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 65. AUSTRALIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 66. AUSTRALIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 67. CHINA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 68. CHINA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 69. CHINA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 70. CHINA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 71. INDIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 72. INDIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 73. INDIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 74. INDIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 75. INDONESIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 76. INDONESIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 77. INDONESIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 78. INDONESIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 79. JAPAN AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 80. JAPAN AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 81. JAPAN AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 82. JAPAN AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 83. MALAYSIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 84. MALAYSIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 85. MALAYSIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 86. MALAYSIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 87. PHILIPPINES AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 88. PHILIPPINES AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 89. PHILIPPINES AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 90. PHILIPPINES AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 91. SINGAPORE AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 92. SINGAPORE AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 93. SINGAPORE AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 94. SINGAPORE AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 95. SOUTH KOREA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 96. SOUTH KOREA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 97. SOUTH KOREA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 98. SOUTH KOREA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 99. TAIWAN AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 100. TAIWAN AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 101. TAIWAN AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 102. TAIWAN AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 103. THAILAND AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 104. THAILAND AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 105. THAILAND AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 106. THAILAND AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 107. VIETNAM AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 108. VIETNAM AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 109. VIETNAM AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 110. VIETNAM AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 111. EUROPE, MIDDLE EAST & AFRICA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 112. EUROPE, MIDDLE EAST & AFRICA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 113. EUROPE, MIDDLE EAST & AFRICA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 114. EUROPE, MIDDLE EAST & AFRICA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 115. EUROPE, MIDDLE EAST & AFRICA AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 116. EUROPE, MIDDLE EAST & AFRICA AI TRAINING DATASET MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 117. DENMARK AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 118. DENMARK AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 119. DENMARK AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 120. DENMARK AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 121. EGYPT AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 122. EGYPT AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 123. EGYPT AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 124. EGYPT AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 125. FINLAND AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 126. FINLAND AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 127. FINLAND AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 128. FINLAND AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 129. FRANCE AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 130. FRANCE AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 131. FRANCE AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 132. FRANCE AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 133. GERMANY AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 134. GERMANY AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 135. GERMANY AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 136. GERMANY AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 137. ISRAEL AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 138. ISRAEL AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 139. ISRAEL AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 140. ISRAEL AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 141. ITALY AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 142. ITALY AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 143. ITALY AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 144. ITALY AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 145. NETHERLANDS AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 146. NETHERLANDS AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 147. NETHERLANDS AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 148. NETHERLANDS AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 149. NIGERIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 150. NIGERIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 151. NIGERIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 152. NIGERIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 153. NORWAY AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 154. NORWAY AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 155. NORWAY AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 156. NORWAY AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 157. POLAND AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 158. POLAND AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 159. POLAND AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 160. POLAND AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 161. QATAR AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 162. QATAR AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 163. QATAR AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 164. QATAR AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 165. RUSSIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 166. RUSSIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 167. RUSSIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 168. RUSSIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 169. SAUDI ARABIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 170. SAUDI ARABIA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 171. SAUDI ARABIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 172. SAUDI ARABIA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 173. SOUTH AFRICA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 174. SOUTH AFRICA AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 175. SOUTH AFRICA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 176. SOUTH AFRICA AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 177. SPAIN AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 178. SPAIN AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 179. SPAIN AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 180. SPAIN AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 181. SWEDEN AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 182. SWEDEN AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 183. SWEDEN AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 184. SWEDEN AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 185. SWITZERLAND AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 186. SWITZERLAND AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 187. SWITZERLAND AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 188. SWITZERLAND AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 189. TURKEY AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 190. TURKEY AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 191. TURKEY AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 192. TURKEY AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 193. UNITED ARAB EMIRATES AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 194. UNITED ARAB EMIRATES AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 195. UNITED ARAB EMIRATES AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 196. UNITED ARAB EMIRATES AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 197. UNITED KINGDOM AI TRAINING DATASET MARKET SIZE, BY TYPE, 2018-2023 (USD MILLION)
  • TABLE 198. UNITED KINGDOM AI TRAINING DATASET MARKET SIZE, BY TYPE, 2024-2030 (USD MILLION)
  • TABLE 199. UNITED KINGDOM AI TRAINING DATASET MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 200. UNITED KINGDOM AI TRAINING DATASET MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 201. AI TRAINING DATASET MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 202. AI TRAINING DATASET MARKET, FPNV POSITIONING MATRIX, 2023