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| license: cc-by-4.0 |
| size_categories: |
| - 10K<n<100K |
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| **Dataset Description:** |
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| This dataset is a **large-scale collection of STEM video data**, designed to support the development of advanced AI systems for scientific understanding, concept visualization, and multimodal learning. |
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| Additionally, this dataset can be used in pipelines for **Supervised Fine-Tuning (SFT) and Reinforcement Learning with Human Feedback (RLHF) workflows**, improving model performance in scientific reasoning, video-based learning, and multimodal problem-solving tasks. |
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| **Key Use Cases** |
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| -Action and experiment recognition |
| -Video captioning and summarization for educational content |
| -Speech-to-text and lecture transcription |
| -Automated tutoring and e-learning systems |
| -Knowledge extraction from lectures and experiments |
| -Model evaluation and benchmarking |
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| **Dataset Specification** |
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| -Modality: Video (Audio + Visual) |
| -Type: Educational / STEM |
| -Data Source: Curated academic lectures, experiments, tutorials, and educational platforms |
| -Data Nature: Real-world and curated data |
| -Volume: Large-scale multi-domain dataset |
| -Duration : 100K Hours |
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| **Value of This Dataset** |
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| -Enables advanced STEM learning through video-based AI models |
| -Improves scientific reasoning and conceptual understanding |
| -Supports multimodal AI systems (vision + audio + text) |
| -Helps build AI-powered tutoring and educational platforms |
| -Enhances performance in video-based question answering and summarization |
| -Strengthens LLMs with multimodal STEM reasoning capabilities |
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| **Full Dataset Overview** |
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| 130K+ hours of video data covering STEM and user-generated content |
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| **Data Creation** |
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| Procured through formal agreements and generated in the ordinary course of business. |
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| **Considerations** |
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| This dataset is provided for research and educational purposes only. It contains only sample data. For access to the full dataset and enterprise licensing options, please visit our website [InfoBay AI](https://infobay.ai/) or contact us directly. |
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| -Ph: (91) 8303174762 |
| -Email: vipul@infobay.ai |
