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AI Datasets & Licensing for Academic Research and Publishing Market Size, Share & Trends Analysis Report By Application (Training, Fine Tuning, Retrieval-augmented Generation (RAG), Inference), By Customer Type (Large Language Model (LLM) Builders, Application Developers, Enterprises, Research Institutions & Academia), By Licensing Type (Proprietary Licensing, Subscription-based, Open Access and Public Licensing, Usage-based Licensing, Custom/Enterprise Licensing), By End Use (Life Sciences and Pharmaceuticals, Health Sciences, Food Science, Chemistry, Engineering, Material Science, Others) and By Region (North America, Europe, APAC, Middle East and Africa, LATAM) Forecasts, 2025-2033

Last Updated: February 25, 2025 | Author: Pavan Warade | Format: | Report Code: SRTE56931DR | Pages: 110

Market Segmentation

  1. AI Datasets & Licensing for Academic Research and Publishing Market , By Application (2021-2033)
    1. Training
    2. Fine Tuning
    3. Retrieval-augmented Generation (RAG)
    4. Inference
  2. AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type (2021-2033)
    1. Large Language Model (LLM) Builders
    2. Application Developers
    3. Enterprises
    4. Research Institutions & Academia
  3. AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type (2021-2033)
    1. Proprietary Licensing
    2. Subscription-based
    3. Open Access and Public Licensing
    4. Usage-based Licensing
    5. Custom/Enterprise Licensing
  4. AI Datasets & Licensing for Academic Research and Publishing Market , By End Use (2021-2033)
    1. Life Sciences and Pharmaceuticals
    2. Health Sciences
    3. Food Science
    4. Chemistry
    5. Engineering
    6. Material Science
    7. Others
    1. North America
      1. North America AI Datasets & Licensing for Academic Research and Publishing Market , By Application
        1. Training
          1. Fine Tuning
            1. Retrieval-augmented Generation (RAG)
              1. Inference
              2. North America AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                1. Large Language Model (LLM) Builders
                  1. Application Developers
                    1. Enterprises
                      1. Research Institutions & Academia
                      2. North America AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                        1. Proprietary Licensing
                          1. Subscription-based
                            1. Open Access and Public Licensing
                              1. Usage-based Licensing
                                1. Custom/Enterprise Licensing
                                2. North America AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                  1. Life Sciences and Pharmaceuticals
                                    1. Health Sciences
                                      1. Food Science
                                        1. Chemistry
                                          1. Engineering
                                            1. Material Science
                                              1. Others
                                              2. U.S.
                                                1. U.S. AI Datasets & Licensing for Academic Research and Publishing Market , By Application
                                                  1. Training
                                                    1. Fine Tuning
                                                      1. Retrieval-augmented Generation (RAG)
                                                        1. Inference
                                                        2. U.S. AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                                                          1. Large Language Model (LLM) Builders
                                                            1. Application Developers
                                                              1. Enterprises
                                                                1. Research Institutions & Academia
                                                                2. U.S. AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                                                                  1. Proprietary Licensing
                                                                    1. Subscription-based
                                                                      1. Open Access and Public Licensing
                                                                        1. Usage-based Licensing
                                                                          1. Custom/Enterprise Licensing
                                                                          2. U.S. AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                                                            1. Life Sciences and Pharmaceuticals
                                                                              1. Health Sciences
                                                                                1. Food Science
                                                                                  1. Chemistry
                                                                                    1. Engineering
                                                                                      1. Material Science
                                                                                        1. Others
                                                                                      2. Canada
                                                                                    2. Europe
                                                                                      1. Europe AI Datasets & Licensing for Academic Research and Publishing Market , By Application
                                                                                        1. Training
                                                                                          1. Fine Tuning
                                                                                            1. Retrieval-augmented Generation (RAG)
                                                                                              1. Inference
                                                                                              2. Europe AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                                                                                                1. Large Language Model (LLM) Builders
                                                                                                  1. Application Developers
                                                                                                    1. Enterprises
                                                                                                      1. Research Institutions & Academia
                                                                                                      2. Europe AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                                                                                                        1. Proprietary Licensing
                                                                                                          1. Subscription-based
                                                                                                            1. Open Access and Public Licensing
                                                                                                              1. Usage-based Licensing
                                                                                                                1. Custom/Enterprise Licensing
                                                                                                                2. Europe AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                                                                                                  1. Life Sciences and Pharmaceuticals
                                                                                                                    1. Health Sciences
                                                                                                                      1. Food Science
                                                                                                                        1. Chemistry
                                                                                                                          1. Engineering
                                                                                                                            1. Material Science
                                                                                                                              1. Others
                                                                                                                              2. U.K.
                                                                                                                                1. U.K. AI Datasets & Licensing for Academic Research and Publishing Market , By Application
                                                                                                                                  1. Training
                                                                                                                                    1. Fine Tuning
                                                                                                                                      1. Retrieval-augmented Generation (RAG)
                                                                                                                                        1. Inference
                                                                                                                                        2. U.K. AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                                                                                                                                          1. Large Language Model (LLM) Builders
                                                                                                                                            1. Application Developers
                                                                                                                                              1. Enterprises
                                                                                                                                                1. Research Institutions & Academia
                                                                                                                                                2. U.K. AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                                                                                                                                                  1. Proprietary Licensing
                                                                                                                                                    1. Subscription-based
                                                                                                                                                      1. Open Access and Public Licensing
                                                                                                                                                        1. Usage-based Licensing
                                                                                                                                                          1. Custom/Enterprise Licensing
                                                                                                                                                          2. U.K. AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                                                                                                                                            1. Life Sciences and Pharmaceuticals
                                                                                                                                                              1. Health Sciences
                                                                                                                                                                1. Food Science
                                                                                                                                                                  1. Chemistry
                                                                                                                                                                    1. Engineering
                                                                                                                                                                      1. Material Science
                                                                                                                                                                        1. Others
                                                                                                                                                                      2. Germany
                                                                                                                                                                      3. France
                                                                                                                                                                      4. Spain
                                                                                                                                                                      5. Italy
                                                                                                                                                                      6. Russia
                                                                                                                                                                      7. Nordic
                                                                                                                                                                      8. Benelux
                                                                                                                                                                      9. Rest of Europe
                                                                                                                                                                    2. APAC
                                                                                                                                                                      1. APAC AI Datasets & Licensing for Academic Research and Publishing Market , By Application
                                                                                                                                                                        1. Training
                                                                                                                                                                          1. Fine Tuning
                                                                                                                                                                            1. Retrieval-augmented Generation (RAG)
                                                                                                                                                                              1. Inference
                                                                                                                                                                              2. APAC AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                                                                                                                                                                                1. Large Language Model (LLM) Builders
                                                                                                                                                                                  1. Application Developers
                                                                                                                                                                                    1. Enterprises
                                                                                                                                                                                      1. Research Institutions & Academia
                                                                                                                                                                                      2. APAC AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                                                                                                                                                                                        1. Proprietary Licensing
                                                                                                                                                                                          1. Subscription-based
                                                                                                                                                                                            1. Open Access and Public Licensing
                                                                                                                                                                                              1. Usage-based Licensing
                                                                                                                                                                                                1. Custom/Enterprise Licensing
                                                                                                                                                                                                2. APAC AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                                                                                                                                                                                  1. Life Sciences and Pharmaceuticals
                                                                                                                                                                                                    1. Health Sciences
                                                                                                                                                                                                      1. Food Science
                                                                                                                                                                                                        1. Chemistry
                                                                                                                                                                                                          1. Engineering
                                                                                                                                                                                                            1. Material Science
                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                              2. China
                                                                                                                                                                                                                1. China AI Datasets & Licensing for Academic Research and Publishing Market , By Application
                                                                                                                                                                                                                  1. Training
                                                                                                                                                                                                                    1. Fine Tuning
                                                                                                                                                                                                                      1. Retrieval-augmented Generation (RAG)
                                                                                                                                                                                                                        1. Inference
                                                                                                                                                                                                                        2. China AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                                                                                                                                                                                                                          1. Large Language Model (LLM) Builders
                                                                                                                                                                                                                            1. Application Developers
                                                                                                                                                                                                                              1. Enterprises
                                                                                                                                                                                                                                1. Research Institutions & Academia
                                                                                                                                                                                                                                2. China AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                                                                                                                                                                                                                                  1. Proprietary Licensing
                                                                                                                                                                                                                                    1. Subscription-based
                                                                                                                                                                                                                                      1. Open Access and Public Licensing
                                                                                                                                                                                                                                        1. Usage-based Licensing
                                                                                                                                                                                                                                          1. Custom/Enterprise Licensing
                                                                                                                                                                                                                                          2. China AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                                                                                                                                                                                                                            1. Life Sciences and Pharmaceuticals
                                                                                                                                                                                                                                              1. Health Sciences
                                                                                                                                                                                                                                                1. Food Science
                                                                                                                                                                                                                                                  1. Chemistry
                                                                                                                                                                                                                                                    1. Engineering
                                                                                                                                                                                                                                                      1. Material Science
                                                                                                                                                                                                                                                        1. Others
                                                                                                                                                                                                                                                      2. Korea
                                                                                                                                                                                                                                                      3. Japan
                                                                                                                                                                                                                                                      4. India
                                                                                                                                                                                                                                                      5. Australia
                                                                                                                                                                                                                                                      6. Taiwan
                                                                                                                                                                                                                                                      7. South East Asia
                                                                                                                                                                                                                                                      8. Rest of Asia-Pacific
                                                                                                                                                                                                                                                    2. Middle East and Africa
                                                                                                                                                                                                                                                      1. Middle East and Africa AI Datasets & Licensing for Academic Research and Publishing Market , By Application
                                                                                                                                                                                                                                                        1. Training
                                                                                                                                                                                                                                                          1. Fine Tuning
                                                                                                                                                                                                                                                            1. Retrieval-augmented Generation (RAG)
                                                                                                                                                                                                                                                              1. Inference
                                                                                                                                                                                                                                                              2. Middle East and Africa AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                                                                                                                                                                                                                                                                1. Large Language Model (LLM) Builders
                                                                                                                                                                                                                                                                  1. Application Developers
                                                                                                                                                                                                                                                                    1. Enterprises
                                                                                                                                                                                                                                                                      1. Research Institutions & Academia
                                                                                                                                                                                                                                                                      2. Middle East and Africa AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                                                                                                                                                                                                                                                                        1. Proprietary Licensing
                                                                                                                                                                                                                                                                          1. Subscription-based
                                                                                                                                                                                                                                                                            1. Open Access and Public Licensing
                                                                                                                                                                                                                                                                              1. Usage-based Licensing
                                                                                                                                                                                                                                                                                1. Custom/Enterprise Licensing
                                                                                                                                                                                                                                                                                2. Middle East and Africa AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                                                                                                                                                                                                                                                                  1. Life Sciences and Pharmaceuticals
                                                                                                                                                                                                                                                                                    1. Health Sciences
                                                                                                                                                                                                                                                                                      1. Food Science
                                                                                                                                                                                                                                                                                        1. Chemistry
                                                                                                                                                                                                                                                                                          1. Engineering
                                                                                                                                                                                                                                                                                            1. Material Science
                                                                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                                                                              2. UAE
                                                                                                                                                                                                                                                                                                1. UAE AI Datasets & Licensing for Academic Research and Publishing Market , By Application
                                                                                                                                                                                                                                                                                                  1. Training
                                                                                                                                                                                                                                                                                                    1. Fine Tuning
                                                                                                                                                                                                                                                                                                      1. Retrieval-augmented Generation (RAG)
                                                                                                                                                                                                                                                                                                        1. Inference
                                                                                                                                                                                                                                                                                                        2. UAE AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                                                                                                                                                                                                                                                                                                          1. Large Language Model (LLM) Builders
                                                                                                                                                                                                                                                                                                            1. Application Developers
                                                                                                                                                                                                                                                                                                              1. Enterprises
                                                                                                                                                                                                                                                                                                                1. Research Institutions & Academia
                                                                                                                                                                                                                                                                                                                2. UAE AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                                                                                                                                                                                                                                                                                                                  1. Proprietary Licensing
                                                                                                                                                                                                                                                                                                                    1. Subscription-based
                                                                                                                                                                                                                                                                                                                      1. Open Access and Public Licensing
                                                                                                                                                                                                                                                                                                                        1. Usage-based Licensing
                                                                                                                                                                                                                                                                                                                          1. Custom/Enterprise Licensing
                                                                                                                                                                                                                                                                                                                          2. UAE AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                                                                                                                                                                                                                                                                                                            1. Life Sciences and Pharmaceuticals
                                                                                                                                                                                                                                                                                                                              1. Health Sciences
                                                                                                                                                                                                                                                                                                                                1. Food Science
                                                                                                                                                                                                                                                                                                                                  1. Chemistry
                                                                                                                                                                                                                                                                                                                                    1. Engineering
                                                                                                                                                                                                                                                                                                                                      1. Material Science
                                                                                                                                                                                                                                                                                                                                        1. Others
                                                                                                                                                                                                                                                                                                                                      2. Turkey
                                                                                                                                                                                                                                                                                                                                      3. Saudi Arabia
                                                                                                                                                                                                                                                                                                                                      4. South Africa
                                                                                                                                                                                                                                                                                                                                      5. Egypt
                                                                                                                                                                                                                                                                                                                                      6. Nigeria
                                                                                                                                                                                                                                                                                                                                      7. Rest of MEA
                                                                                                                                                                                                                                                                                                                                    2. LATAM
                                                                                                                                                                                                                                                                                                                                      1. LATAM AI Datasets & Licensing for Academic Research and Publishing Market , By Application
                                                                                                                                                                                                                                                                                                                                        1. Training
                                                                                                                                                                                                                                                                                                                                          1. Fine Tuning
                                                                                                                                                                                                                                                                                                                                            1. Retrieval-augmented Generation (RAG)
                                                                                                                                                                                                                                                                                                                                              1. Inference
                                                                                                                                                                                                                                                                                                                                              2. LATAM AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                                                                                                                                                                                                                                                                                                                                                1. Large Language Model (LLM) Builders
                                                                                                                                                                                                                                                                                                                                                  1. Application Developers
                                                                                                                                                                                                                                                                                                                                                    1. Enterprises
                                                                                                                                                                                                                                                                                                                                                      1. Research Institutions & Academia
                                                                                                                                                                                                                                                                                                                                                      2. LATAM AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                                                                                                                                                                                                                                                                                                                                                        1. Proprietary Licensing
                                                                                                                                                                                                                                                                                                                                                          1. Subscription-based
                                                                                                                                                                                                                                                                                                                                                            1. Open Access and Public Licensing
                                                                                                                                                                                                                                                                                                                                                              1. Usage-based Licensing
                                                                                                                                                                                                                                                                                                                                                                1. Custom/Enterprise Licensing
                                                                                                                                                                                                                                                                                                                                                                2. LATAM AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                                                                                                                                                                                                                                                                                                                                                  1. Life Sciences and Pharmaceuticals
                                                                                                                                                                                                                                                                                                                                                                    1. Health Sciences
                                                                                                                                                                                                                                                                                                                                                                      1. Food Science
                                                                                                                                                                                                                                                                                                                                                                        1. Chemistry
                                                                                                                                                                                                                                                                                                                                                                          1. Engineering
                                                                                                                                                                                                                                                                                                                                                                            1. Material Science
                                                                                                                                                                                                                                                                                                                                                                              1. Others
                                                                                                                                                                                                                                                                                                                                                                              2. Brazil
                                                                                                                                                                                                                                                                                                                                                                                1. Brazil AI Datasets & Licensing for Academic Research and Publishing Market , By Application
                                                                                                                                                                                                                                                                                                                                                                                  1. Training
                                                                                                                                                                                                                                                                                                                                                                                    1. Fine Tuning
                                                                                                                                                                                                                                                                                                                                                                                      1. Retrieval-augmented Generation (RAG)
                                                                                                                                                                                                                                                                                                                                                                                        1. Inference
                                                                                                                                                                                                                                                                                                                                                                                        2. Brazil AI Datasets & Licensing for Academic Research and Publishing Market , By Customer Type
                                                                                                                                                                                                                                                                                                                                                                                          1. Large Language Model (LLM) Builders
                                                                                                                                                                                                                                                                                                                                                                                            1. Application Developers
                                                                                                                                                                                                                                                                                                                                                                                              1. Enterprises
                                                                                                                                                                                                                                                                                                                                                                                                1. Research Institutions & Academia
                                                                                                                                                                                                                                                                                                                                                                                                2. Brazil AI Datasets & Licensing for Academic Research and Publishing Market , By Licensing Type
                                                                                                                                                                                                                                                                                                                                                                                                  1. Proprietary Licensing
                                                                                                                                                                                                                                                                                                                                                                                                    1. Subscription-based
                                                                                                                                                                                                                                                                                                                                                                                                      1. Open Access and Public Licensing
                                                                                                                                                                                                                                                                                                                                                                                                        1. Usage-based Licensing
                                                                                                                                                                                                                                                                                                                                                                                                          1. Custom/Enterprise Licensing
                                                                                                                                                                                                                                                                                                                                                                                                          2. Brazil AI Datasets & Licensing for Academic Research and Publishing Market , By End Use
                                                                                                                                                                                                                                                                                                                                                                                                            1. Life Sciences and Pharmaceuticals
                                                                                                                                                                                                                                                                                                                                                                                                              1. Health Sciences
                                                                                                                                                                                                                                                                                                                                                                                                                1. Food Science
                                                                                                                                                                                                                                                                                                                                                                                                                  1. Chemistry
                                                                                                                                                                                                                                                                                                                                                                                                                    1. Engineering
                                                                                                                                                                                                                                                                                                                                                                                                                      1. Material Science
                                                                                                                                                                                                                                                                                                                                                                                                                        1. Others
                                                                                                                                                                                                                                                                                                                                                                                                                      2. Mexico
                                                                                                                                                                                                                                                                                                                                                                                                                      3. Argentina
                                                                                                                                                                                                                                                                                                                                                                                                                      4. Chile
                                                                                                                                                                                                                                                                                                                                                                                                                      5. Colombia
                                                                                                                                                                                                                                                                                                                                                                                                                      6. Rest of LATAM
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