AI Training Dataset Market Size, Share and Trends Analysis Report, By Type (Text, Image/Video, Audio), By Vertical (IT, Automotive, Government, Healthcare, BFSI), By Regions, And Segment Forecasts, 2023 - 2030
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AI Training Dataset Market Growth & Trends
The global AI training dataset market size is expected to reach USD 8.61 billion by 2030 and expand at a CAGR of 22.1% from 2023 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
AI Training Dataset Market Growth & Trends
The global AI training dataset market size is expected to reach USD 8.61 billion by 2030 and expand at a CAGR of 22.1% from 2023 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
- Increasing the creation of synthetic training data for unsupervised and supervised training of machine learning algorithms is driving the adoption of datasets by organizations thereby catalyzing the market growth.
- The image/video segment is expected to portray a high growth rate, with a CAGR of approximately 25% over the projected period.
- Asia Pacific regional market is expected to have significant growth over the forecast period, owing to the substantial adoption of AI technology.
CHAPTER 1 METHODOLOGY AND SCOPE
1.1 Market Segmentation & Scope
1.2 Market Definition
1.3 Information Procurement
1.4 Information Analysis
1.5 Market formulation & data visualization
1.5.1 Secondary sources & third-party perspectives
1.5.2 Primary research
1.6 Research Scope & Assumptions
CHAPTER 2 EXECUTIVE SUMMARY
2.1 Market Outlook
2.2 Segmental Outlook
2.2.1 Type
2.2.2 Vertical
CHAPTER 3 AI TRAINING DATASET MARKET VARIABLES, TRENDS & SCOPE
3.1 Market Segmentation & Scope
3.2 AI Training Dataset Market Penetration and Growth Prospects
3.3 AI Training Dataset - Process Flow and Value Chain Analysis
3.4 Market Dynamics
3.4.1 Market Drivers
3.4.1.1 Rapid growth of AI and machine learning
3.4.1.2 Growing applications of training dataset across diversified industry verticals
3.4.2 Market Restraints
3.4.2.1 Lack of technological adoption in developing regions
3.5 Industry Analysis - Porter’s Five Forces
3.5.1 Supplier Power: Low
3.5.2 Buyer Power
3.5.3 Substitution Threat
3.5.4 Threat from new entrant
3.5.5 Competitive rivalry
3.6 AI Training Dataset - PEST Analysis
3.6.1 Political
3.6.2 Economic
3.6.3 Social
3.6.4 Technological
CHAPTER 4 AI TRAINING DATASET: TYPE ESTIMATES AND TREND ANALYSIS
4.1 AI Training Dataset Market: Type Movement Analysis, 2022 & 2030
4.1.1 Text
4.1.1.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
4.1.2 Image/Video
4.1.2.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
4.1.3 Audio
4.1.3.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
CHAPTER 5 AI TRAINING DATASET: VERTICAL ESTIMATES AND TREND ANALYSIS
5.1 AI Training Dataset Market: Vertical Movement Analysis, 2022 & 2030
5.1.1 IT
5.1.1.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.2 Automotive
5.1.2.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.3 Government
5.1.3.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.4 Healthcare
5.1.4.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.5 BFSI
5.1.5.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.6 Retail & E-commerce
5.1.6.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.7 Others
5.1.7.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
CHAPTER 6 AI TRAINING DATASET: REGIONAL ESTIMATES & TREND ANALYSIS
6.1 AI training dataset market share by region, 2022 & 2030
6.2 North America
6.2.1 North America AI training dataset market, 2017 - 2030
6.2.1.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.2.1.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.2.2 U.S.
6.2.2.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.2.2.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.2.3 Canada
6.2.3.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.2.3.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.2.4 Mexico
6.2.4.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.2.4.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.3 Europe
6.3.1 Europe AI training dataset market, 2017 - 2030
6.3.2 Germany
6.3.2.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.3.2.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.3.3 U.K.
6.3.3.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.3.3.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.3.4 France
6.3.4.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.3.4.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.5 Asia Pacific
6.5.1 Asia Pacific AI training dataset market, 2017 - 2030
6.5.1.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.5.1.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.5.2 China
6.4.2.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.4.2.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.4.4 Japan
6.4.4.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.4.4.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.4.5 India
6.4.5.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.4.5.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.5 South America
6.5.1 South America AI training dataset marketplace: Key takeaways
6.5.2 South America AI training dataset market, 2017 - 2030
6.5.3 Brazil
6.5.3.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.5.3.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.6 MEA
6.6.1 MEA AI training dataset marketplace: Key takeaways
6.6.2 MEA AI training dataset market, 2017 - 2030
6.6.2.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.6.2.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
CHAPTER 7 COMPETITIVE LANDSCAPE
7.1 Google, LLC (Kaggle)
7.1.1 Company overview
7.2.2 Financial performance
7.2.3 Product benchmarking
7.2.4 Recent developments
7.2 Appen Limited
7.2.1 Company overview
7.2.2 Financial performance
7.2.3 Product benchmarking
7.2.4 Recent developments
7.3 Cogito Tech LLC
7.3.1 Company overview
7.3.2 Financial performance
7.3.3 Product benchmarking
7.3.4 Recent developments
7.4 Lionbridge Technologies, Inc.
7.4.1 Company overview
7.4.2 Financial performance
7.4.3 Product benchmarking
7.4.4 Recent developments
7.5 Amazon Web Services, Inc.
7.5.1 Company overview
7.5.2 Product benchmarking
7.5.3 Recent developments
7.6 Microsoft Corporation
7.6.1 Company overview
7.6.2 Financial performance
7.6.3 Product benchmarking
7.6.4 Recent developments
7.7 Scale AI, Inc.
7.7.1 Company overview
7.7.2 Financial performance
7.7.3 Product benchmarking
7.7.4 Recent developments
7.8 Samasource Inc.
7.8.1 Company overview
7.8.2 Financial performance
7.8.3 Product benchmarking
7.8.4 Recent developments
7.9 Alegion
7.9.1 Company overview
7.9.2 Financial performance
7.9.3 Product benchmarking
7.9.4 Recent developments
7.10 Deep Vision Data
7.10.1 Company overview
7.10.2 Product benchmarking
1.1 Market Segmentation & Scope
1.2 Market Definition
1.3 Information Procurement
1.4 Information Analysis
1.5 Market formulation & data visualization
1.5.1 Secondary sources & third-party perspectives
1.5.2 Primary research
1.6 Research Scope & Assumptions
CHAPTER 2 EXECUTIVE SUMMARY
2.1 Market Outlook
2.2 Segmental Outlook
2.2.1 Type
2.2.2 Vertical
CHAPTER 3 AI TRAINING DATASET MARKET VARIABLES, TRENDS & SCOPE
3.1 Market Segmentation & Scope
3.2 AI Training Dataset Market Penetration and Growth Prospects
3.3 AI Training Dataset - Process Flow and Value Chain Analysis
3.4 Market Dynamics
3.4.1 Market Drivers
3.4.1.1 Rapid growth of AI and machine learning
3.4.1.2 Growing applications of training dataset across diversified industry verticals
3.4.2 Market Restraints
3.4.2.1 Lack of technological adoption in developing regions
3.5 Industry Analysis - Porter’s Five Forces
3.5.1 Supplier Power: Low
3.5.2 Buyer Power
3.5.3 Substitution Threat
3.5.4 Threat from new entrant
3.5.5 Competitive rivalry
3.6 AI Training Dataset - PEST Analysis
3.6.1 Political
3.6.2 Economic
3.6.3 Social
3.6.4 Technological
CHAPTER 4 AI TRAINING DATASET: TYPE ESTIMATES AND TREND ANALYSIS
4.1 AI Training Dataset Market: Type Movement Analysis, 2022 & 2030
4.1.1 Text
4.1.1.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
4.1.2 Image/Video
4.1.2.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
4.1.3 Audio
4.1.3.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
CHAPTER 5 AI TRAINING DATASET: VERTICAL ESTIMATES AND TREND ANALYSIS
5.1 AI Training Dataset Market: Vertical Movement Analysis, 2022 & 2030
5.1.1 IT
5.1.1.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.2 Automotive
5.1.2.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.3 Government
5.1.3.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.4 Healthcare
5.1.4.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.5 BFSI
5.1.5.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.6 Retail & E-commerce
5.1.6.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
5.1.7 Others
5.1.7.1 Global Market Estimates and Forecasts, from 2017 to 2030 (USD Million)
CHAPTER 6 AI TRAINING DATASET: REGIONAL ESTIMATES & TREND ANALYSIS
6.1 AI training dataset market share by region, 2022 & 2030
6.2 North America
6.2.1 North America AI training dataset market, 2017 - 2030
6.2.1.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.2.1.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.2.2 U.S.
6.2.2.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.2.2.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.2.3 Canada
6.2.3.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.2.3.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.2.4 Mexico
6.2.4.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.2.4.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.3 Europe
6.3.1 Europe AI training dataset market, 2017 - 2030
6.3.2 Germany
6.3.2.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.3.2.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.3.3 U.K.
6.3.3.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.3.3.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.3.4 France
6.3.4.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.3.4.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.5 Asia Pacific
6.5.1 Asia Pacific AI training dataset market, 2017 - 2030
6.5.1.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.5.1.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.5.2 China
6.4.2.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.4.2.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.4.4 Japan
6.4.4.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.4.4.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.4.5 India
6.4.5.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.4.5.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.5 South America
6.5.1 South America AI training dataset marketplace: Key takeaways
6.5.2 South America AI training dataset market, 2017 - 2030
6.5.3 Brazil
6.5.3.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.5.3.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
6.6 MEA
6.6.1 MEA AI training dataset marketplace: Key takeaways
6.6.2 MEA AI training dataset market, 2017 - 2030
6.6.2.1 Market Estimates and Forecasts, by type from 2017 to 2030 (USD Million)
6.6.2.2 Market Estimates and Forecasts, by vertical from 2017 to 2030 (USD Million)
CHAPTER 7 COMPETITIVE LANDSCAPE
7.1 Google, LLC (Kaggle)
7.1.1 Company overview
7.2.2 Financial performance
7.2.3 Product benchmarking
7.2.4 Recent developments
7.2 Appen Limited
7.2.1 Company overview
7.2.2 Financial performance
7.2.3 Product benchmarking
7.2.4 Recent developments
7.3 Cogito Tech LLC
7.3.1 Company overview
7.3.2 Financial performance
7.3.3 Product benchmarking
7.3.4 Recent developments
7.4 Lionbridge Technologies, Inc.
7.4.1 Company overview
7.4.2 Financial performance
7.4.3 Product benchmarking
7.4.4 Recent developments
7.5 Amazon Web Services, Inc.
7.5.1 Company overview
7.5.2 Product benchmarking
7.5.3 Recent developments
7.6 Microsoft Corporation
7.6.1 Company overview
7.6.2 Financial performance
7.6.3 Product benchmarking
7.6.4 Recent developments
7.7 Scale AI, Inc.
7.7.1 Company overview
7.7.2 Financial performance
7.7.3 Product benchmarking
7.7.4 Recent developments
7.8 Samasource Inc.
7.8.1 Company overview
7.8.2 Financial performance
7.8.3 Product benchmarking
7.8.4 Recent developments
7.9 Alegion
7.9.1 Company overview
7.9.2 Financial performance
7.9.3 Product benchmarking
7.9.4 Recent developments
7.10 Deep Vision Data
7.10.1 Company overview
7.10.2 Product benchmarking
LIST OF TABLES
TABLE 1 AI Training Dataset Market Outlook
TABLE 2 Global AI training dataset market, 2017 - 2030 (USD Million)
TABLE 3 Global AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 4 Global AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 5 Global AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 6 AI training dataset - Key market driver impact
TABLE 7 AI training dataset - Key market restraint impact
TABLE 8 List of key market players
TABLE 9 Global text AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 10 Global image/video AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 11 Global audio AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 12 Global healthcare AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 13 Global BFSI AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 14 Global IT AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 15 Global retail & e-commerce AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 16 Global automotive & transportation AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 17 Global others AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 18 North America AI training dataset market, 2017 - 2030 (USD Million)
TABLE 19 North America AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 20 North America AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 21 U.S. AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 22 U.S. AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 23 Canada AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 24 Canada AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 25 Mexico AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 26 Mexico AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 27 Europe AI training dataset market, 2017 - 2030 (USD Million)
TABLE 28 Europe AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 29 Europe AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 30 Germany AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 31 Germany AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 32 U.K. AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 33 U.K. AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 34 France AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 35 France AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 36 Asia Pacific AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 37 Asia Pacific AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 38 China AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 39 China AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 40 Japan AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 41 Japan AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 42 India AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 43 India AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 44 South America AI training dataset market, 2017 - 2030 (USD Million)
TABLE 45 South America AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 46 South America AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 47 Brazil AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 48 Brazil AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 49 MEA AI training dataset market, 2017 - 2030 (USD Million)
TABLE 50 MEA AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 51 MEA AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 1 AI Training Dataset Market Outlook
TABLE 2 Global AI training dataset market, 2017 - 2030 (USD Million)
TABLE 3 Global AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 4 Global AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 5 Global AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 6 AI training dataset - Key market driver impact
TABLE 7 AI training dataset - Key market restraint impact
TABLE 8 List of key market players
TABLE 9 Global text AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 10 Global image/video AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 11 Global audio AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 12 Global healthcare AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 13 Global BFSI AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 14 Global IT AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 15 Global retail & e-commerce AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 16 Global automotive & transportation AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 17 Global others AI training dataset market by region, 2017 - 2030 (USD Million)
TABLE 18 North America AI training dataset market, 2017 - 2030 (USD Million)
TABLE 19 North America AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 20 North America AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 21 U.S. AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 22 U.S. AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 23 Canada AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 24 Canada AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 25 Mexico AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 26 Mexico AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 27 Europe AI training dataset market, 2017 - 2030 (USD Million)
TABLE 28 Europe AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 29 Europe AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 30 Germany AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 31 Germany AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 32 U.K. AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 33 U.K. AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 34 France AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 35 France AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 36 Asia Pacific AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 37 Asia Pacific AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 38 China AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 39 China AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 40 Japan AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 41 Japan AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 42 India AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 43 India AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 44 South America AI training dataset market, 2017 - 2030 (USD Million)
TABLE 45 South America AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 46 South America AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 47 Brazil AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 48 Brazil AI training dataset market by vertical, 2017 - 2030 (USD Million)
TABLE 49 MEA AI training dataset market, 2017 - 2030 (USD Million)
TABLE 50 MEA AI training dataset market by type, 2017 - 2030 (USD Million)
TABLE 51 MEA AI training dataset market by vertical, 2017 - 2030 (USD Million)
LIST OF FIGURES
FIG. 1 Market segmentation & scope
FIG. 2 Research process
FIG. 3 Market Formulation
FIG. 4 AI training dataset market size and growth prospects (USD Million)
FIG. 5 AI training dataset market penetration mapping, 2030
FIG. 6 AI training dataset - Value chain analysis
FIG. 7 Market dynamics
FIG. 8 AI training dataset - Key company analysis, 2022
FIG. 9 AI training dataset market: Type movement analysis
FIG. 10 AI training dataset market: Vertical movement analysis
FIG. 11 Regional outlook, 2022 & 2030
FIG. 12 North America marketplace: Key takeaways
FIG. 13 Europe AI training dataset marketplace: Key takeaways
FIG. 14 Asia Pacific AI training dataset marketplace: Key takeaways
FIG. 15 South America AI training dataset marketplace: Key takeaways
FIG. 16 MEA AI training dataset marketplace: Key takeaways
FIG. 1 Market segmentation & scope
FIG. 2 Research process
FIG. 3 Market Formulation
FIG. 4 AI training dataset market size and growth prospects (USD Million)
FIG. 5 AI training dataset market penetration mapping, 2030
FIG. 6 AI training dataset - Value chain analysis
FIG. 7 Market dynamics
FIG. 8 AI training dataset - Key company analysis, 2022
FIG. 9 AI training dataset market: Type movement analysis
FIG. 10 AI training dataset market: Vertical movement analysis
FIG. 11 Regional outlook, 2022 & 2030
FIG. 12 North America marketplace: Key takeaways
FIG. 13 Europe AI training dataset marketplace: Key takeaways
FIG. 14 Asia Pacific AI training dataset marketplace: Key takeaways
FIG. 15 South America AI training dataset marketplace: Key takeaways
FIG. 16 MEA AI training dataset marketplace: Key takeaways
