Report cover image

AI Training Dataset Market Growth, Size, Trends Analysis - By Type, By Vertical, By Deployment - Regional Outlook, Competitive Strategies and Segment Forecast to 2034

Publisher SPER Market Research Pvt. Ltd.
Published Jan 24, 2025
Length 256 Pages
SKU # SPER19635555

Description

AI Training Dataset Market Introduction and Overview

According to SPER market research, ‘Global AI Training Dataset Market Size- By Type, By Vertical, By Deployment – Regional Outlook, Competitive Strategies and Segment Forecast to 2034’ state that the Global AI Training Dataset Market is predicted to reach 19.29 billion by 2034 with a CAGR of 22.19%.

AI training dataset is machine learning models are being trained, a set of structured or unstructured data. By using examples, it provides the basis for training AI systems to identify patterns, anticipate outcomes, or carry out tasks. Depending on the needs of the application, these datasets may include text, pictures, pictures, audio, video, or numbers. A good training dataset is representative, varied, and well labelled to guarantee that the model learns and generalizes to new data.

Restraints:The quality of training data must be guaranteed. AI models that are biased or erroneous might result from low-quality data, which emphasizes the need for thorough data duration and validation procedures. Businesses now confront difficulties gathering, keeping, and using data while remaining compliant with ever-tougher data protection requirements, including the GDPR. There is an increasing need for large volumes of tagged data. The process of scaling data collecting to satisfy these expectations, especially for specialized sectors, presents considerable difficulties, though.

Scope of the Report:

Report Metric Details
Market size available for years 2021-2034
Base year considered 2024
Forecast period 2025-2034

Segments covered

By Type, By Vertical, By Deployment.

Regions covered

North America, Latin America, Asia-Pacific, Europe, and Middle East & Africa.

Companies Covered

Along with revenue analysis, market segments, and competitive landscape data, this market study thoroughly examines a number of major market players, including Alegion, Amazon Web Services, Inc., Appen Limited, Cogito Tech LLC, Deep Vision Data, Google, LLC (Kaggle), Lionbridge Technologies, Inc., Microsoft Corporation, Samasource Inc., and Scale AI Inc.

AI Training Dataset Market Segmentation:

By Type:Based on the Type, Global AI Training Dataset Market is segmented as; Text, Image/Video, Audio.

By Vertical:Based on the Vertical, Global AI Training Dataset Market is segmented as; IT, Automotive, Government, Healthcare, BFSI, Retail & E-commerce.

By Deployment:Based on the Deployment, Global AI Training Dataset Market is segmented as; on-premises, cloud.

By Region:This research also includes data for North America, Latin America, Asia-Pacific, Europe and Middle East & Africa.

Table of Contents

256 Pages
1. Introduction
1.1. Scope of the report
1.2. Market segment analysis
2. Research Methodology
2.1. Research data source
2.1.1. Secondary Data
2.1.2. Primary Data
2.1.3. SPERs internal database
2.1.4. Premium insight from KOLs
2.2. Market size estimation
2.2.1. Top-down and Bottom-up approach
2.3. Data triangulation
3. Executive Summary
4. Market Dynamics
4.1. Driver, Restraint, Opportunity and Challenges analysis
4.1.1. Drivers
4.1.2. Restraints
4.1.3. Opportunities
4.1.4. Challenges
5. Market variable and outlook
5.1. SWOT Analysis
5.1.1. Strengths
5.1.2. Weaknesses
5.1.3. Opportunities
5.1.4. Threats
5.2. PESTEL Analysis
5.2.1. Political Landscape
5.2.2. Economic Landscape
5.2.3. Social Landscape
5.2.4. Technological Landscape
5.2.5. Environmental Landscape
5.2.6. Legal Landscape
5.3. PORTERs Five Forces
5.3.1. Bargaining power of suppliers
5.3.2. Bargaining power of buyers
5.3.3. Threat of Substitute
5.3.4. Threat of new entrant
5.3.5. Competitive rivalry
5.4. Heat Map Analysis
6. Competitive Landscape
6.1. Global AI Training Dataset Market Manufacturing Base Distribution, Sales Area, Product Type
6.2. Mergers & Acquisitions, Partnerships, Product Launch, and Collaboration in Global AI Training Dataset Market
7. Global AI Training Dataset Market, By Type (USD Million) 2021-2034
7.1. Text
7.2. Image/Video
7.3. Audio
8. Global AI Training Dataset Market, By Vertical (USD Million) 2021-2034 8.1. IT
8.2. Automotive
8.3. Government
8.4. Healthcare
8.5. BFSI
8.6. Retail & E-commerce
9. Global AI Training Dataset Market, By Deployment (USD Million) 2021-2034
9.1. on-premises
9.2. cloud
10. Global AI Training Dataset Market, (USD Million) 2021-2034
10.1. Global AI Training Dataset Market Size and Market Share
11. Global AI Training Dataset Market, By Region, (USD Million) 2021-2034
11.1. Asia-Pacific
11.1.1. Australia
11.1.2. China
11.1.3. India
11.1.4. Japan
11.1.5. South Korea
11.1.6. Rest of Asia-Pacific
11.2. Europe
11.2.1. France
11.2.2. Germany
11.2.3. Italy
11.2.4. Spain
11.2.5. United Kingdom
11.2.6. Rest of Europe
11.3. Middle East and Africa
11.3.1. Kingdom of Saudi Arabia
11.3.2. United Arab Emirates
11.3.3. Qatar
11.3.4. South Africa
11.3.5. Egypt
11.3.6. Morocco
11.3.7. Nigeria
11.3.8. Rest of Middle-East and Africa
11.4. North America
11.4.1. Canada
11.4.2. Mexico
11.4.3. United States
11.5. Latin America
11.5.1. Argentina
11.5.2. Brazil
11.5.3. Rest of Latin America
12. Company Profile
12.1. Alegion
12.1.1. Company details
12.1.2. Financial outlook
12.1.3. Product summary
12.1.4. Recent developments
12.2. Amazon Web Services, Inc.
12.2.1. Company details
12.2.2. Financial outlook
12.2.3. Product summary
12.2.4. Recent developments
12.3. Appen Limited
12.3.1. Company details
12.3.2. Financial outlook
12.3.3. Product summary
12.3.4. Recent developments
12.4. Cogito Tech LLC
12.4.1. Company details
12.4.2. Financial outlook
12.4.3. Product summary
12.4.4. Recent developments
12.5. Deep Vision Data
12.5.1. Company details
12.5.2. Financial outlook
12.5.3. Product summary
12.5.4. Recent developments
12.6. Google, LLC (Kaggle)
12.6.1. Company details
12.6.2. Financial outlook
12.6.3. Product summary
12.6.4. Recent developments
12.7. Lionbridge Technologies, Inc.
12.7.1. Company details
12.7.2. Financial outlook
12.7.3. Product summary
12.7.4. Recent developments
12.8. Microsoft Corporation
12.8.1. Company details
12.8.2. Financial outlook
12.8.3. Product summary
12.8.4. Recent developments
12.9. Samasource Inc.
12.9.1. Company details
12.9.2. Financial outlook
12.9.3. Product summary
12.9.4. Recent developments
12.10. Scale AI Inc.
12.10.1. Company details
12.10.2. Financial outlook
12.10.3. Product summary
12.10.4. Recent developments
12.11. Others
13. Conclusion
14. List of Abbreviations
15. Reference Links

Pricing

Currency Rates
How Do Licenses Work?

How Do Licenses Work?

The primary function of a report license is to define how many people within a company are authorized to use the purchased report. This is separate to how a report might be delivered. Unless specifically identified otherwise, the purchase option is Single User. Below is a helpful description of that license, along with a sampling of others most commonly offered.

  • This license allows only one user to have access to and to use/read the report. It is not one user at a time or one user group; it is an individual who will be reading and utilizing the report.

  • This license allows for the entire purchasing company to read and use the report. This is the license level that would allow for a report to be placed on an internal company shared drive for access by all employees of that direct company. This license does not extend to parent or sister company use.

  • This license is designed to allow an entire department within a company full access to a report. The departmental license is a great option for companies that have more than one location and the department is spread out all over the country/world

  • This license is for companies that have one location where they want the report to be accessible by all employees within that physical location.

  • This is the most flexible of the licensing options. Some publishers will allow you to get a license for a preset number of people (typically 5). These licenses are ideal for small work groups.

License options are at the discretion of each publisher. As such, not all licenses indicated above are available for every product. If you are uncertain of the best license for your needs or would like a license that is not proactively available, please contact us and we will be happy to assist.

Head shot

Questions or Comments?

Our team has the ability to search within reports to verify it suits your needs. We can also help maximize your budget by finding sections of reports you can purchase.
Chat Now
Contact Us