
This dataset is a comprehensive collection of Telugu-language educational resources provided by Vikaspedia, covering various dimensions of education, children's scientific curiosity, career guidance, early childhood care, digital literacy, and child welfare. The dataset features rich domain content across sections such as Children's Science Corner (బాలల సైన్స్ విభాగం), moral and folk stories (నీతి కథలు), career options after 10th class and intermediate levels (vocational courses, polytechnic, ITI, defense, railways), Anganwadi annual planning and early childhood development guidelines (అంగన్-వాడీ కేంద్రం వార్షిక ప్రణాళిక), teacher pedagogy and classroom best practices, child rights and protection laws (Juvenile Justice Act, POCSO), central and state education policies and scholarships (NMMS, PM e-Vidya, APAAR ID), and cyber safety awareness. Contextualized for Telugu-speaking communities in Andhra Pradesh, Telangana, and across India, this dataset is an invaluable resource for researchers, educators, and language technologists. It can be utilized for Indic Natural Language Processing (NLP) benchmarks—such as regional language summarization, categorization, question answering, and model training—as well as for academic research into vernacular education policies, instructional design, and localized digital curriculum development
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