Skill Topic · Cinematic

💬 NLP Basics — Machines Ko Language Sikhaao!

Aliens School — AI Series #68 Hinglish mein NLP samjho! 🚀

Overview

💬 NLP Basics — Machines Ko Language Sikhaao! — Quick Facts

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Feature: Stemming

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Speed: Fast ✅

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Accuracy: Approximate

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Needs dictionary: No

Topic 1

💡 NLP Kya Hai?

📚 ` ┌──────────────────────────────────────────────┐ │ NLP = Natural Language Processing │…

Topic 2

🌍 NLP Kahan Use Hota Hai?

💡 ` ┌──────────────────────────────────────────────┐ │ 🗣️ Voice Assistants (Siri, Alexa,…

Topic 3

📊 NLP Pipeline

🎯 ` Raw Text │ ▼ ┌──────────────┐ │ Tokenization │ → Text ko words/sentences me todo…

Topic 4

🔤 Tokenization

⭐ ` ┌──────────────────────────────────────────────┐ │ TOKENIZATION = text ko tokens me…

Topic 5

🛑 Stop Words Removal

🔑 ` ┌──────────────────────────────────────────────┐ │ Stop Words = common words with no…

Topic 6

✂️ Stemming vs Lemmatization

✨ ` STEMMING (fast, rough): ┌──────────────────────────────────────────────┐ │ Words ko…

Topic 7

📊 Text Vectorization (Words → Numbers)

🌟 1. Bag of Words (BoW) ` ┌──────────────────────────────────────────────┐ │ Har document =…

Topic 8

🧠 NLP Tasks Overview

🚀 ` ┌──────────────────────────────────────────────┐ │ TEXT CLASSIFICATION │ │ → Spam/Ham,…

Topic 9

💻 JavaScript Example

📚 `javascript // Simple NLP Pipeline in JavaScript // 1. Tokenization function…

Topic 10

📊 NLP Evolution

💡 ` 1950s: Rule-based → if-else grammar rules 1990s: Statistical → probability + ML models…

Topic 11

❓ Quiz

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a) Text ko numbers me convert

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b) Text ko words/tokens me todta…

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c) Grammar check karta hai

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a) Important keywords

Comparison

✂️ Stemming vs Lemmatization

⚖️

Speed: Fast ✅

⚖️

Accuracy: Approximate

⚖️

Needs dictionary: No

Quick Quiz

Quiz — Question 1

💬 NLP Basics — Machines Ko Language Sikhaao! ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

💬 NLP Basics — Machines Ko Language Sikhaao! ka 'Speed' kya hai?

Complete! 🎉

💬 NLP Basics — Machines Ko Language Sikhaao! Complete!

Aliens School · HIEN · Cinematic Knowledge

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