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๐Ÿง  Deep Learning Intro โ€” DL Kya Hai?

Deep Learning Series #01 โ€” Deep Learning ki complete pehchaan! ML vs DL, history, neural networks,โ€ฆ

Overview
๐ŸŒŸ

๐Ÿง  Deep Learning Intro โ€” DL Kya Hai? โ€” Quick Facts

๐Ÿ“Œ

Feature: Traditional ML

๐ŸŽฏ

Data Size: Small-medium data ok

โšก

Feature Engineering: Manual (human karta hai)

๐Ÿ”‘

Computation: CPU chalega

Topic 1
๐Ÿค–

๐Ÿ’ก Deep Learning Kya Hai?

๐Ÿค– ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ ARTIFICIAL INTELLIGENCE (AI)โ€ฆ
Topic 2
โœจ

๐Ÿ“Š ML vs Deep Learning โ€” Key Differences

๐Ÿง  | Feature | Traditional ML | Deep Learning | |---------|---------------|---------------|โ€ฆ
Topic 3
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ“œ Deep Learning History

๐Ÿ’ก ` 1943: McCulloch-Pitts โ†’ First mathematical neuron model โ”‚ 1957: Perceptron (Rosenblatt)โ€ฆ
Topic 4
โšก

๐Ÿงฉ Neural Network โ€” Basic Structure

๐Ÿ’ก

Neuron (Node): Ek computation unitโ€ฆ

๐Ÿ”‘

Weight: Connection ki strength โ€”โ€ฆ

โšก

Bias: Extra parameter โ€”โ€ฆ

๐ŸŽฏ

Layer: Neurons ka group โ€” input,โ€ฆ

Topic 5
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐ŸŽฏ Deep Learning Kahan Use Hota Hai?

๐ŸŽฏ | Domain | Application | DL Model | |--------|------------|----------| | Vision ๐Ÿ“ท | Imageโ€ฆ
Topic 6
๐Ÿ”ฎ ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ”‘ Why Deep Learning Works Now?

๐Ÿ”ฎ ` 3 Pillars of DL Success: โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ BIG DATA โ”‚ โ”‚โ€ฆ
Topic 7
โœจ

๐Ÿ’ป First Deep Learning Code (Python)

๐ŸŒ `python ============================================= Deep Learning โ€” First Neuralโ€ฆ
Topic 8
๐Ÿ“Š

๐Ÿ”— Key Terminology

๐Ÿ“Š | Term | Meaning | |------|---------| | Neuron | Computation unit โ€” input * weight + biasโ€ฆ
Topic 9
โœจ

โ“ Quiz

๐Ÿ’ก

a) Ek database system

๐Ÿ”‘

b) Machine Learning ka subsetโ€ฆ

โšก

c) Ek programming language

๐ŸŽฏ

a) DL sirf images ke liye hai

Comparison
โœจ

๐Ÿ“Š ML vs Deep Learning โ€” Key Differences

โš–๏ธ

Data Size: Small-medium data ok

โš–๏ธ

Feature Engineering: Manual (humanโ€ฆ

โš–๏ธ

Computation: CPU chalega

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿง  Deep Learning Intro โ€” DL Kya Hai? ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿง  Deep Learning Intro โ€” DL Kya Hai? ka 'Data Size' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿง  Deep Learning Intro โ€” DL Kya Hai? Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

๐Ÿง  Deep Learning Intro โ€” DL Kya Hai? Complete

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