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