세계의 AI 트레이닝 데이터세트 시장 보고서(2025년)
AI Training Dataset Global Market Report 2025
상품코드 : 1680864
리서치사 : The Business Research Company
발행일 : On Demand Report
페이지 정보 : 영문 200 Pages
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한글목차

AI 트레이닝 데이터세트 시장 규모는 향후 수년간 비약적인 성장이 전망될 예정입니다. 예측 기간의 성장은 크고 복잡한 데이터 분석에 대한 필요성 증가, 머신러닝 사용 증가, AI 애플리케이션에 대한 수요 증가, 엣지 컴퓨팅의 부상, 정부 이니셔티브 및 규제에 기인할 수 있습니다.

비즈니스 프로세스에서 인공지능(AI) 솔루션의 채용 증가가 예상되며, AI 트레이닝 데이터세트 시장의 성장을 가속할 전망입니다. IT의 품질과 포괄성은 AI 알고리즘, 특히 머신러닝 모델이 데이터의 패턴과 관계를 학습하고 이해할 수 있게 해주므로 모델의 지식을 미지의 인스턴스로 일반화하는 능력을 향상시키기 위해 매우 중요합니다. 예를 들어, 영국에 본사를 둔 기술 회사인 Stepsize AI의 보고서에 따르면 소프트웨어 팀 사이에 광범위한 AI 통합이 이루어지고 있으며, 70%가 일상 업무에 AI를 통합할 것으로 예상하고 있습니다. 또한 55%의 기업이 이미 AI를 도입했으며, 추가로 15%가 2024년까지 도입을 완료해 비즈니스 프로세스에서 AI 솔루션 도입이 AI 학습 데이터세트 시장의 핵심 동력으로 부상하고 있음을 강조했습니다.

AI 트레이닝 데이터세트 시장의 주요 기업은 고급 기능으로 고객의 요구에 부응하기 위해 최첨단 제품을 포함한 최첨단 기술 개발에 주력하고 있습니다. AI는 이전에는 노동 집약적이고 복잡했던 프로세스를 빠르고 합리적이고 정확한 이니셔티브로 간소화하고 가속화함으로써 조직의 AI 교육에 혁명을 가져올 것입니다.

목차

제1장 주요 요약

제2장 시장 특징

제3장 시장 동향과 전략

제4장 시장 - 금리, 인플레이션, 지정학, 코로나, 회복이 시장에 미치는 영향을 포함한 거시경제 시나리오

제5장 세계의 성장 분석과 전략 분석 프레임워크

제6장 시장 세분화

제7장 지역별/국가별 분석

제8장 아시아태평양 시장

제9장 중국 시장

제10장 인도 시장

제11장 일본 시장

제12장 호주 시장

제13장 인도네시아 시장

제14장 한국 시장

제15장 서유럽 시장

제16장 영국 시장

제17장 독일 시장

제18장 프랑스 시장

제19장 이탈리아 시장

제20장 스페인 시장

제21장 동유럽 시장

제22장 러시아 시장

제23장 북미 시장

제24장 미국 시장

제25장 캐나다 시장

제26장 남미 시장

제27장 브라질 시장

제28장 중동 시장

제29장 아프리카 시장

제30장 경쟁 구도와 기업 프로파일

제31장 기타 주요 기업 및 혁신 기업

제32장 세계 시장 경쟁 벤치마킹과 대시보드

제33장 주요 인수합병(M&A)

제34장 최근 시장 동향

제35장 시장 잠재력이 높은 국가, 부문, 전략

제36장 부록

KTH
영문 목차

영문목차

AI training datasets are compilations of data utilized to train and enhance artificial intelligence (AI) and machine learning (ML) algorithms. These datasets encompass labeled or unlabeled information crucial for AI systems to discern patterns, make predictions, or execute tasks.

The primary types of AI training datasets include text, audio, and image/video. Text denotes any written or typed language-based information employed as input for machine learning models. These datasets are deployed through on-premise and cloud-based modes, serving various end-users such as automotive, BFSI (Banking, Financial Services, and Insurance), IT and telecom, government, retail and e-commerce, among others.

The AI training dataset market research report is one of a series of new reports from The Business Research Company that provides AI training dataset market statistics, including the AI training dataset industry global market size, regional shares, competitors with an AI training dataset market share, detailed AI training dataset market segments, market trends and opportunities, and any further data you may need to thrive in the AI training dataset industry. This AI training dataset market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The AI training dataset market size has grown exponentially in recent years. It will grow from $2.63 billion in 2024 to $3.2 billion in 2025 at a compound annual growth rate (CAGR) of 21.8%. The growth in the historic period can be attributed to rapid growth of AI and machine learning, expanding uses of training datasets in several industries, data quality becoming increasingly important, data privacy and security issues, expanding uses of training datasets in several industry.

The AI training dataset market size is expected to see exponential growth in the next few years. It will grow to $6.98 billion in 2029 at a compound annual growth rate (CAGR) of 21.5%. The growth in the forecast period can be attributed to growing need for analyzing large and complex data, growing use of machine learning, increasing demand for AI applications, rise of edge computing, government initiatives and regulations. Major trends in the forecast period include advancements in AI technologies, growing adoption of advanced technologies in organizations, product innovation, government initiatives, increasing collaboration.

The anticipated rise in the adoption of artificial intelligence (AI) solutions within business processes is poised to drive growth in the AI training dataset market. AI solutions encompass the application of AI techniques, technologies, and methodologies to address specific tasks or challenges. The quality and comprehensiveness of a training dataset are crucial as they enable AI algorithms, particularly machine learning models, to learn and understand patterns and relationships within the data, thereby improving the model's ability to generalize its knowledge to unseen instances. For example, a report by Stepsize AI, a UK-based technology company, predicts widespread AI integration among software teams, with 70% expected to incorporate AI into their daily operations. Additionally, 55% of businesses have already adopted AI, and an additional 15% are planning to do so by 2024, underscoring the growing adoption of AI solutions in business processes as a key driver of the AI training dataset market.

Leading companies in the AI training dataset market are focused on developing cutting-edge technologies, including state-of-the-art products, to cater to customers' needs with advanced features. A state-of-the-art product represents the pinnacle of technology, design, and features available in the industry. For instance, EON Reality, a US-based software company, introduced EON Train AI in October 2023. EON Train AI revolutionizes AI training for organizations by simplifying and accelerating the process, previously labor-intensive and complex, into a swift, streamlined, and precise endeavor. Its efficiency allows for the completion of complex tasks in minutes, showcasing its remarkable potential to transform and expedite AI training processes.

In July 2023, Databricks, a US-based company specializing in data and AI, acquired MosaicML for an undisclosed amount. This acquisition aims to strengthen Databricks' machine learning capabilities by offering simplified and cost-effective tools for training and deploying large-scale AI models. MosaicML Inc. is a US-based generative AI platform.

Major companies operating in the AI training dataset market report are Google LLC, Microsoft Corporation, Amazon Web Services Inc., International Business Machines Corporation, Oracle Corporation, Alegion, Telus International, Lionbridge Technologies Inc., Samasource Inc., Appen Limited, Appen Limited, Scale AI Inc., Hive, Cogito Tech LLC, EON Reality, Defined.AI, CloudFactory Limited, Deep Vision Data, Labelbox Inc., Playment Inc., SuperAnnotate AI Inc., Dataloop, Kinetic Vision Inc., Globose Technology Solutions Pvt Ltd., Trilldata Technologies

North America was the largest region in the AI training dataset market in 2024. The regions covered in the AI training dataset market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the AI training datasets market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The AI training datasets market includes revenues earned by entities by providing services such as data labeling, data annotation, data cleaning and pre-processing. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The AI training datasets market consists of sales of high-speed hard drives, solid-state drives (SSDs), and network attached storage (NAS) systems. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

AI Training Dataset Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on ai training dataset market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

Where is the largest and fastest growing market for ai training dataset ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The ai training dataset market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

Scope

Table of Contents

1. Executive Summary

2. AI Training Dataset Market Characteristics

3. AI Training Dataset Market Trends And Strategies

4. AI Training Dataset Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Covid And Recovery On The Market

5. Global AI Training Dataset Growth Analysis And Strategic Analysis Framework

6. AI Training Dataset Market Segmentation

7. AI Training Dataset Market Regional And Country Analysis

8. Asia-Pacific AI Training Dataset Market

9. China AI Training Dataset Market

10. India AI Training Dataset Market

11. Japan AI Training Dataset Market

12. Australia AI Training Dataset Market

13. Indonesia AI Training Dataset Market

14. South Korea AI Training Dataset Market

15. Western Europe AI Training Dataset Market

16. UK AI Training Dataset Market

17. Germany AI Training Dataset Market

18. France AI Training Dataset Market

19. Italy AI Training Dataset Market

20. Spain AI Training Dataset Market

21. Eastern Europe AI Training Dataset Market

22. Russia AI Training Dataset Market

23. North America AI Training Dataset Market

24. USA AI Training Dataset Market

25. Canada AI Training Dataset Market

26. South America AI Training Dataset Market

27. Brazil AI Training Dataset Market

28. Middle East AI Training Dataset Market

29. Africa AI Training Dataset Market

30. AI Training Dataset Market Competitive Landscape And Company Profiles

31. AI Training Dataset Market Other Major And Innovative Companies

32. Global AI Training Dataset Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The AI Training Dataset Market

34. Recent Developments In The AI Training Dataset Market

35. AI Training Dataset Market High Potential Countries, Segments and Strategies

36. Appendix

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