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🎓 Making AI & Computer Science Easy Welcome to a channel built to make complex topics easy to understand. 🎥 NLP Video Resources 📘 Original Lecture (2023) → [ • CLASS 10: NLP in ONE SHOT | Natural Langua... ] 📝 Revision + PYQs → [ • COMPLETE REVISION with PYQs for Natural La... ] 🧠 NLP Mind Map → [ • Class 10 AI Revision: Natural Language Pro... ] 💡 Discussions on Telegram → Group [https://t.me/+c5gWM6PiL085M2I1] 🔗 Notes + Doubt Support on Telegram → akask.ai bot [search on telegram @akask_ai_bot] 📁 Google Drive → Collections [https://drive.google.com/drive/folder...] 🧭 AI CBSE Syllabus 2026 → Official PDF [https://cbseacademic.nic.in/web_mater...] ▶️ Playlists → Full Course Collection [ / @aakashsingh7.7 ] PYQs: • Class 10 MOST EXPECTED questions for 2024 ... Concepts: • CLASS 10: Introduction to Artificial Intel... Important Questions: • Class 10: 40 EXPECTED QUESTIONS for Boards... Practice Videos: • PRACTICE QUESTIONS for Artificial Intelli... 🗣️ Unit 6: Natural Language Processing | Class 10 AI (417) • Introduction to NLP — features of natural languages, why machines need NLP • Applications of NLP — voice assistants, captions, translation, sentiment analysis, text classification, keyword extraction (Activity: Keyword Extraction) • Stages of NLP — lexicon, syntax, semantics, logical analysis • Chatbots — smart bots vs script bots (Eliza, Mitsuki, Cleverbot, Singtel) • Text Processing Concepts — text normalization, Bag-of-Words, TF-IDF (hands-on preprocessing & feature extraction) 📌 Fully aligned with CBSE AI (417) Learning Outcomes | Exam & Project Ready 📘 What We Cover • Artificial Intelligence (417) — from basics to projects • Information Technology (402) & Informatics Practices (065) • Computer Science & Computer Applications 🧠 Teaching Approach Concept-first explanations → Visual demonstrations → Practice & Board-level revision Each chapter follows CBSE learning outcomes with one-shot videos, PYQs, and quick recaps.