デフォルト表紙
市場調査レポート
商品コード
1611213

AIトレーニングデータセットの世界市場規模、シェア、動向分析レポート:タイプ別、業界別、地域別、セグメント別予測(2025年~2030年)

AI Training Dataset Market Size, Share & Trends Analysis Report By Type (Image/Video, Audio, Text), By Vertical (IT, Automotive, Government, Healthcare, BFSI, Retail & E-commerce), By Region, And Segment Forecasts, 2025 - 2030


出版日
ページ情報
英文 100 Pages
納期
2~10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=154.26円
AIトレーニングデータセットの世界市場規模、シェア、動向分析レポート:タイプ別、業界別、地域別、セグメント別予測(2025年~2030年)
出版日: 2024年11月26日
発行: Grand View Research
ページ情報: 英文 100 Pages
納期: 2~10営業日
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  • 概要
  • 図表
  • 目次
概要

AIトレーニングデータセット市場の成長と動向:

Grand View Research, Inc.の最新レポートによると、世界のAIトレーニングデータセットの市場規模は、2025年~2030年に21.9%のCAGRを記録し、2030年までに86億米ドルに達する見込みです。

人工知能技術は急成長を示しており、組織が自動化に移行するにつれて、技術に対する需要が高まっています。この技術は、マーケティング、ヘルスケア、ロジスティクス、運輸など、様々な業界において、これまでにない進歩をもたらしています。組織の複数の業務にわたって技術を統合することの利点は、そのコストを上回っており、それによって採用が促進されています。

人工知能技術の急速な普及により、学習用データセットの必要性は飛躍的に高まっています。この技術をより汎用的で正確な予測にするため、多くの企業が機械学習アルゴリズムを訓練するために、さまざまな使用事例で動作するさまざまなデータセットを公開して市場に参入しています。こうした要因が市場成長に大きく寄与しています。グーグル、マイクロソフト、アップル、アマゾンなどの市場参入企業は、様々なAIトレーニングデータセットの開発に注力しています。例えば、アマゾンは2021年9月、オープンドメインの会話の研究を支援するために、常識的な対話の新しいデータセットを発表しました。

AI技術の開発を加速し、正確な結果を提供するための新たな高品質データセットの開発といった要因が、市場の成長を後押ししています。例えば、2019年1月、テクノロジー企業のIBM Corporationは、100万枚の顔画像からなる新しいデータセットのリリースを発表しました。このデータセットは、開発者が人工知能技術でサポートされた顔認識システムを多様なデータセットで訓練できるようにするためにリリースされました。このデータセットによって、顔識別の精度を高めることができます。例えば、IBMは2021年5月、プログラミング作業に役立つ機械学習モデルを開発するために、1,400万件のサンプルセットを含むCodeNetと呼ばれる新しいデータセットを発表しました。

AIトレーニングデータセット市場レポートのハイライト

  • 画像/ビデオセグメントは、2024年に41.0%の市場シェアで市場を支配しました。AIトレーニングデータセット市場では、コンピュータービジョンアプリケーションで広く使用されているため、画像とビデオデータが主流となっています。
  • IT部門は、さまざまなアプリケーションに人工知能を広く統合しているため、2024年の市場を独占しました。ネットワークトラフィック、サイバーセキュリティログ、顧客とのやり取りなどのITシステムからのデータは、異常検知、自動化、予知保全などのタスクのモデル学習に使用されます。
  • 北米のAIトレーニングデータセット市場は、2024年に35.8%の主要シェアを占め、世界市場をリードしています。北米では、AIトレーニングデータセット市場は、AI技術と研究への広範な投資に後押しされ、力強い成長を遂げています。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 AIトレーニングデータセット市場の変数、動向、範囲

  • 世界のAIトレーニングデータセット市場の展望
  • 業界バリューチェーン分析
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 業界の課題
  • ポーターのファイブフォース分析
    • サプライヤーの力
    • 買い手の力
    • 代替の脅威
    • 新規参入の脅威
    • 競争企業間の敵対関係
  • PESTEL分析
    • 政治情勢
    • 経済情勢
    • 社会情勢
    • 技術情勢
    • 環境情勢
    • 法律情勢

第4章 AIトレーニングデータセット市場:タイプの推定と予測

  • AIトレーニングデータセット市場:タイプの変動分析(2024年・2030年)

第5章 AIトレーニングデータセット市場:業界の展望、推定と予測

  • AIトレーニングデータセット市場:業界の変動分析(2024年・2030年)
    • IT
    • 自動車
    • 政府
    • ヘルスケア
    • BFSI
    • 小売・eコマース
    • その他

第6章 AIトレーニングデータセット市場:地域の推定・動向分析

  • AIトレーニングデータセットの市場シェア:地域別(2024年・2030年)
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
  • ラテンアメリカ
    • ブラジル
  • 中東・アフリカ
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ

第7章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • ベンダー情勢
    • 企業分類
    • 主要販売代理店およびチャネルパートナーのリスト
    • 潜在顧客リスト/上場企業
  • 競争力学
    • 競合ベンチマーキング
    • 戦略マッピング
    • ヒートマップ分析
  • 企業プロファイル/上場企業
    • Alegion
    • Amazon Web Services, Inc.
    • Appen Limited
    • Cogito Tech LLC
    • Deep Vision Data
    • Google, LLC(Kaggle)
    • Lionbridge Technologies, Inc.
    • Microsoft Corporation
    • Samasource Inc.
    • Scale AI Inc.
図表

List of Tables

  • Table 1. Global AI Training Dataset market estimates and forecasts, by region, 2018 - 2030 (USD Million)
  • Table 2. Global AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 3. Global AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 4. North America AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 5. North America AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 6. North America AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 7. U.S. AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 8. U.S. AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 9. Canada AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 10. Canada AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 11. Mexico AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 12. Mexico AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 13. Europe AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 14. Europe AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 15. Europe AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 16. UK AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 17. UK AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 18. Germany AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 19. Germany AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 20. France AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 21. France AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 22. Asia Pacific AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 23. Asia Pacific AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 24. Asia Pacific AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 25. China AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 26. China AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 27. Japan AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 28. Japan AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 29. India AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 30. India AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 31. Australia AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 32. Australia AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 33. South Korea AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 34. South Korea AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 35. Latin America AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 36. Latin America AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 37. Latin America AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 38. Brazil AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 39. Brazil AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 40. Middle East & Africa AI Training Dataset market estimates and forecasts, by country, 2018 - 2030 (USD Million)
  • Table 41. Middle East & Africa AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 42. Middle East & Africa AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 43. Saudi Arabia AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 44. Saudi Arabia AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 45. UAE AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 46. UAE AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)
  • Table 47. South Africa AI Training Dataset market estimates and forecasts, by Type, 2018 - 2030 (USD Million)
  • Table 48. South Africa AI Training Dataset market estimates and forecasts, by Vertical, 2018 - 2030 (USD Million)

List of Figures

  • Fig. 1 AI Training Dataset market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Parent market analysis
  • Fig. 7 Market formulation & validation
  • Fig. 8 AI Training Dataset market snapshot
  • Fig. 9 AI Training Dataset market segment snapshot
  • Fig. 10 AI Training Dataset market competitive landscape snapshot
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 Value Chain Analysis
  • Fig. 14 AI Training Dataset market: Type outlook key takeaways (USD Million)
  • Fig. 15 AI Training Dataset market: Type movement analysis 2024 & 2030 (USD Million)
  • Fig. 16 Text market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Image/Video market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Audio market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 AI Training Dataset market: Vertical outlook key takeaways (USD Million)
  • Fig. 20 AI Training Dataset market: Vertical movement analysis 2024 & 2030 (USD Million)
  • Fig. 21 IT market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 Government market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 BFSI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Retail & E-commerce market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Regional marketplace: Key takeaways
  • Fig. 29 AI Training Dataset market: Regional outlook, 2024 & 2030 (USD Million)
  • Fig. 30 North America AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 U.S. AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Canada AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 Mexico AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Europe AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 U.K. AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Germany AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 France AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Asia Pacific AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 Japan AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 China AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 India AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Australia AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 South Korea AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 Latin America AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 Brazil AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 MEA AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 KSA AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 UAE AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 South Africa AI Training Dataset market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 Strategy framework
  • Fig. 51 Company Categorization
目次
Product Code: GVR-4-68038-517-5

AI Training Dataset Market Growth & Trends:

The global AI training dataset market size is expected to reach USD 8.60 billion by 2030, registering a CAGR of 21.9% from 2025 to 2030, according to a new report by Grand View Research, Inc. Artificial intelligence technology is witnessing an upsurge and as organizations are transitioning towards automation, the demand for technology is rising. The technology has provided unprecedented advances across various industry verticals, including marketing, healthcare, logistics, transportation, and many others. The benefits of integrating the technology across multiple operations of the organizations have outweighed its costs, thereby driving adoption.

Due to the rapid adoption of artificial intelligence technology, the need for training datasets is rising exponentially. To make the technology more versatile and accurate with its predictions, many companies are entering the market by releasing various datasets operating across different use cases to train the machine learning algorithm. Such factors are substantially contributing to market growth. Prominent market participants such as Google, Microsoft, Apple Inc, and Amazon have been focusing on developing various AI training datasets. For instance, in September 2021, Amazon launched a new dataset of commonsense dialogue to aid research in open-domain conversation.

Factors such as the cultivation of new high-quality datasets to speed up the development of AI technology and deliver accurate results are driving market growth. For instance, in January 2019, IBM Corporation, a technology company, announced the release of a new dataset that comprises 1 million images of faces. This dataset was released to help developers train their face recognition systems supported by artificial intelligence technology with a diverse dataset. This dataset will allow them to increase the accuracy of face identification. For instance, in May 2021, IBM launched a new data set called CodeNet with 14 million sample sets to develop machine learning models that can help in programming tasks.

AI Training Dataset Market Report Highlights:

  • The Image/Video segment dominated the market in 2024 with a market share of 41.0%, In the AI training dataset market, image and video data are dominating due to their extensive use in computer vision applications.
  • The IT sector dominated the market in 2024 due to its widespread integration of artificial intelligence across various applications. Data from IT systems, such as network traffic, cybersecurity logs, and customer interactions, is used to train models for tasks like anomaly detection, automation, and predictive maintenance.
  • North America AI training dataset market leads the global market accounting for leading share of 35.8% in 2024. In North America, the AI training dataset market is experiencing robust growth, fueled by extensive investments in AI technologies and research.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Market Definition
  • 1.3. Information Procurement
    • 1.3.1. Purchased Database
    • 1.3.2. GVR's Internal Database
    • 1.3.3. Secondary Sources & Third-Party Perspectives
    • 1.3.4. Primary Research
  • 1.4. Information Analysis
    • 1.4.1. Data Analysis Types
  • 1.5. Market Formulation & Data Visualization
  • 1.6. Data Validation & Publishing

Chapter 2. Executive Summary

  • 2.1. Market Insights
  • 2.2. Segmental Outlook
  • 2.3. Competitive Outlook

Chapter 3. AI Training Dataset Market Variables, Trends & Scope

  • 3.1. Global AI Training Dataset Market Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market Driver Analysis
    • 3.3.2. Market Restraint Analysis
    • 3.3.3. Industry Challenges
  • 3.4. Porter's Five Forces Analysis
    • 3.4.1. Supplier Power
    • 3.4.2. Buyer Power
    • 3.4.3. Substitution Threat
    • 3.4.4. Threat from New Entrant
    • 3.4.5. Competitive Rivalry
  • 3.5. PESTEL Analysis
    • 3.5.1. Political Landscape
    • 3.5.2. Economic Landscape
    • 3.5.3. Social Landscape
    • 3.5.4. Technological Landscape
    • 3.5.5. Environmental Landscape
    • 3.5.6. Legal Landscape

Chapter 4. AI Training Dataset Market: Type Estimates & Forecasts

  • 4.1. AI Training Dataset Market: Type Movement Analysis, 2024 & 2030
    • 4.1.1. Text
      • 4.1.1.1. Text Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.2. Image/Video
      • 4.1.2.1. Image/Video Market estimates and forecast, 2018 - 2030 (USD Million)
    • 4.1.3. Audio
      • 4.1.3.1. Audio Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 5. AI Training Dataset Market: Vertical Outlook Estimates & Forecasts

  • 5.1. AI Training Dataset Market: Vertical Movement Analysis, 2024 & 2030
    • 5.1.1. IT
      • 5.1.1.1. IT Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.2. Automotive
      • 5.1.2.1. Automotive Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.3. Government
      • 5.1.3.1. Government Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.4. Healthcare
      • 5.1.4.1. Healthcare Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.5. BFSI
      • 5.1.5.1. BFSI Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.6. Retail & E-commerce
      • 5.1.6.1. Retail & E-commerce Market estimates and forecast, 2018 - 2030 (USD Million)
    • 5.1.7. Others
      • 5.1.7.1. Others Market estimates and forecast, 2018 - 2030 (USD Million)

Chapter 6. AI Training Dataset Market: Regional Estimates & Trend Analysis

  • 6.1. AI Training Dataset Market Share, By Region, 2024 & 2030 USD Million
  • 6.2. North America
    • 6.2.1. North America AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.1.1. North America AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.2.1.2. North America AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.2.1.3. North America AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.2.2. U.S.
      • 6.2.2.1. U.S. AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.2.2. U.S. AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.2.2.3. U.S. AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.2.3. Canada
      • 6.2.3.1. Canada AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.3.2. Canada AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.2.3.3. Canada AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.2.4. Mexico
      • 6.2.4.1. Mexico AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.2.4.2. Mexico AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.2.4.3. Mexico AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
  • 6.3. Europe
    • 6.3.1. Europe AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.1.1. Europe AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.3.1.2. Europe AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.3.1.3. Europe AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.3.2. U.K.
      • 6.3.2.1. U.K. AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.2.2. U.K. AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.3.2.3. U.K. AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.3.3. Germany
      • 6.3.3.1. Germany AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.3.2. Germany AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.3.3.3. Germany AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.3.4. France
      • 6.3.4.1. France AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.3.4.2. France AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.3.4.3. France AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
  • 6.4. Asia Pacific
    • 6.4.1. Asia Pacific AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.1.1. Asia Pacific AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.4.1.2. Asia Pacific AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.1.3. Asia Pacific AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.2. China
      • 6.4.2.1. China AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.2.2. China AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.2.3. China AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.3. Japan
      • 6.4.3.1. Japan AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.3.2. Japan AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.3.3. Japan AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.4. India
      • 6.4.4.1. India AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.4.2. India AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.4.3. India AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.5. South Korea
      • 6.4.5.1. South Korea AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.5.2. Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.5.3. South Korea AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.4.6. Australia
      • 6.4.6.1. Australia AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.4.6.2. Australia AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.4.6.3. Australia AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
  • 6.5. Latin America
    • 6.5.1. Latin America AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.5.1.1. Latin America AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.5.1.2. Latin America AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.5.1.3. Latin America AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.5.2. Brazil
      • 6.5.2.1. Brazil AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.5.2.2. Brazil AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.5.2.3. Brazil AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
  • 6.6. Middle East and Africa
    • 6.6.1. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.1.1. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, by Country, 2018 - 2030 (USD Million)
      • 6.6.1.2. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.6.1.3. Middle East and Africa AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.6.2. UAE
      • 6.6.2.1. UAE AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.2.2. UAE AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.6.2.3. UAE AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.6.3. KSA
      • 6.6.3.1. KSA AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.3.2. KSA AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.6.3.3. KSA AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)
    • 6.6.4. South Africa
      • 6.6.4.1. South Africa AI Training Dataset Market Estimates and Forecasts, 2018 - 2030 (USD Million)
      • 6.6.4.2. South Africa AI Training Dataset Market Estimates and Forecasts, by Type, 2018 - 2030 (USD Million)
      • 6.6.4.3. South Africa AI Training Dataset Market Estimates and Forecasts, by Vertical, 2018 - 2030 (USD Million)

Chapter 7. Competitive Landscape

  • 7.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 7.2. Vendor Landscape
    • 7.2.1. Company categorization
    • 7.2.2. List of Key Distributors and channel Partners
    • 7.2.3. List of Potential Customers/Listing
  • 7.3. Competitive Dynamics
    • 7.3.1. Competitive Benchmarking
    • 7.3.2. Strategy Mapping
    • 7.3.3. Heat Map Analysis
  • 7.4. Company Profiles/Listing
    • 7.4.1. Alegion
      • 7.4.1.1. Participant's overview
      • 7.4.1.2. Financial performance
      • 7.4.1.3. Type benchmarking
      • 7.4.1.4. Strategic initiatives
    • 7.4.2. Amazon Web Services, Inc.
      • 7.4.2.1. Participant's overview
      • 7.4.2.2. Financial performance
      • 7.4.2.3. Type benchmarking
      • 7.4.2.4. Strategic initiatives
    • 7.4.3. Appen Limited
      • 7.4.3.1. Participant's overview
      • 7.4.3.2. Financial performance
      • 7.4.3.3. Type benchmarking
      • 7.4.3.4. Strategic initiatives
    • 7.4.4. Cogito Tech LLC
      • 7.4.4.1. Participant's overview
      • 7.4.4.2. Financial performance
      • 7.4.4.3. Type benchmarking
      • 7.4.4.4. Strategic initiatives
    • 7.4.5. Deep Vision Data
      • 7.4.5.1. Participant's overview
      • 7.4.5.2. Financial performance
      • 7.4.5.3. Type benchmarking
      • 7.4.5.4. Strategic initiatives
    • 7.4.6. Google, LLC (Kaggle)
      • 7.4.6.1. Participant's overview
      • 7.4.6.2. Financial performance
      • 7.4.6.3. Type benchmarking
      • 7.4.6.4. Strategic initiatives
    • 7.4.7. Lionbridge Technologies, Inc.
      • 7.4.7.1. Participant's overview
      • 7.4.7.2. Financial performance
      • 7.4.7.3. Type benchmarking
      • 7.4.7.4. Strategic initiatives
    • 7.4.8. Microsoft Corporation
      • 7.4.8.1. Participant's overview
      • 7.4.8.2. Financial performance
      • 7.4.8.3. Type benchmarking
      • 7.4.8.4. Strategic initiatives
    • 7.4.9. Samasource Inc.
      • 7.4.9.1. Participant's overview
      • 7.4.9.2. Financial performance
      • 7.4.9.3. Type benchmarking
      • 7.4.9.4. Strategic initiatives
    • 7.4.10. Scale AI Inc.
      • 7.4.10.1. Participant's overview
      • 7.4.10.2. Financial performance
      • 7.4.10.3. Type benchmarking
      • 7.4.10.4. Strategic initiatives