Add dataset card for Educational Concept Videos India
Browse filesExpert-led K-12 concept videos — 4,400 videos across 12 Indian languages
and 33 boards. Sample release for research and licensing discovery.
README.md
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---
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license: other
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task_categories:
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- video-classification
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- text-to-video
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language:
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- hi
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- en
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- ta
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- te
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- bn
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- ml
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- mr
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- or
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- as
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- gu
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- kn
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- pa
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tags:
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- education,
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- k12,
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- india,
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- multilingual,
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- youtube,
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- expert-led,
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- concept-learning,
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- indic-languages
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pretty_name: Educational Concept Videos India
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size_categories:
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- 1K<n<10K
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---
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# Educational Concept Videos India
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## Dataset Description
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A curated collection of expert-led educational concept and learning videos
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published on YouTube, covering K-12 curriculum topics across Indian boards.
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Produced by Prepp, India's largest K-12 learning platform, operated by
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Collegedunia Web Private Limited.
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## Dataset Summary
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- **Total videos:** 4,400 videos
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- **Content type:** Expert-led concept explanation and learning videos
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- **Subjects:** Mathematics, Science, Social Studies, English, Regional Languages
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- **Grades:** Class 1 through Class 12
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- **Boards:** 33 Indian educational boards including CBSE, ICSE, and all
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major state boards
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- **Languages:** Hindi, English, Tamil, Telugu, Kannada, Malayalam, Marathi,
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Bengali, Gujarati, Odia, Punjabi, Assamese
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- **Format:** Video (MP4) with structured expert narration and visual aids
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- **Distribution:** Originally published on YouTube; full dataset available
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for commercial licensing
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## Sample Data
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Three sample videos are available in this repository demonstrating:
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- Sample 1: Mathematics concept explanation (Algebra, Class 9, CBSE)
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- Sample 2: Science concept video (Light and Optics, Class 10, CBSE)
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- Sample 3: Regional language concept video (Hindi medium, Class 7)
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## Key Features
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- **Expert-led:** All videos delivered by qualified subject matter experts
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with structured pedagogical approach
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- **Concept-first design:** Videos structured for conceptual understanding
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rather than rote memorisation — high signal for reasoning model training
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- **Curriculum-mapped:** Each video tagged to specific board, grade, subject,
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chapter, and learning objective
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- **Multilingual delivery:** Same concepts taught across multiple Indian
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languages enabling cross-lingual training signal
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- **Verified accuracy:** All content reviewed for factual correctness before
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publication
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## Intended Uses
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- Training video-language models for educational content understanding
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- Concept explanation generation model development
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- Multilingual educational AI and tutoring system training
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- Indic language instructional video understanding
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- Curriculum-aligned content recommendation systems
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- Teacher AI and pedagogical model fine-tuning
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## Data Collection and Rights
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All content is proprietary, produced by Prepp's in-house expert faculty and
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content team. Content is curriculum-mapped, factually verified, and ethically
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sourced. Full dataset licensing is available for commercial AI training purposes.
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## Licensing and Commercial Access
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This repository contains sample data only. The full dataset of 4,400
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expert-led concept videos is available for commercial AI training licensing.
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**For licensing inquiries contact:**
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Ankit Dubey — Head of AI Data Partnerships, Collegedunia
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ankit.dubey@collegedunia.com
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## Dataset Curator
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[Collegedunia Web Private Limited](https://collegedunia.com) |
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[Prepp](https://prepp.in)
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Gurugram, Haryana, India
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