| --- |
| license: cc-by-4.0 |
| language: |
| - en |
| tags: |
| - STEM |
| - Ceramics |
| - English |
| - Textbook |
| - Raw |
| - Tuned |
| - Dataset |
| - Advanced |
| size_categories: |
| - 1M<n<10M |
| --- |
| **Dataset Description:** |
|
|
| This dataset is a **large-scale collection of English STEM Textbook data**, designed to support the development of advanced NLP systems and AI models for educational understanding, scientific reasoning, and concept learning in English. |
|
|
| 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 comprehension, problem-solving, and reasoning tasks. |
|
|
| **Key Use Cases** |
|
|
| -Named Entity Recognition (NER) in STEM content |
| -Scientific text summarization and comprehension |
| -Automated tutoring and educational assistants |
| -STEM knowledge retrieval systems |
| -Model evaluation and benchmarking |
| |
| **Dataset Specification** |
|
|
| -Modality: English |
| -Type: Educational / STEM |
| -Data Source: Curated academic textbooks and educational material |
| -Data Nature: Real-world and curated data |
| -Content: Scientific concepts, problem-solving questions, answers, and explanations |
| -Books: 7,225 |
| |
| **Value of This Dataset** |
| |
| -Enables learning of STEM subjects in English |
| -Improves analytical reasoning and problem-solving in AI models |
| -Supports multilingual and domain-specific NLP systems |
| -Helps build AI-powered educational platforms |
| -Enhances accuracy and reliability of LLMs in STEM domains |
| |
| **Basic JSON Schema** |
| ```json |
| { |
| "page_number": "int64", |
| "content": "string" |
| } |
| ``` |
| **Full Dataset Overview** |
|
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| 2.28+ Billion Words covering 5,000+ Subjects with interwoven images for deeper context 32,000+ Books in 14 Languages |
|
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| **Data Creation** |
|
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| Procured through formal agreements and generated in the ordinary course of business. |
|
|
| **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. |
| |
| -Ph: (91) 8303174762 |
| -Email: vipul@infobay.ai |
