Add dataset card for Educational Concept Videos India

Expert-led K-12 concept videos — 4,400 videos across 12 Indian languages
and 33 boards. Sample release for research and licensing discovery.

README.md

@@ -0,0 +1,104 @@
+---
+license: other
+task_categories:
+- video-classification
+- text-to-video
+language:
+- hi
+- en
+- ta
+- te
+- bn
+- ml
+- mr
+- or
+- as
+- gu
+- kn
+- pa
+tags:
+- education,
+- k12,
+- india,
+- multilingual,
+- youtube,
+- expert-led,
+- concept-learning,
+- indic-languages
+pretty_name: Educational Concept Videos India
+size_categories:
+- 1K<n<10K
+---
+# 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](https://collegedunia.com) | 
+[Prepp](https://prepp.in)
+
+Gurugram, Haryana, India