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๐Ÿง  Neural Network Basics โ€” Neurons, Layers, Weights

Deep Learning Series #02 โ€” Neural Networks ki complete anatomy! Perceptron se lekar multi-layerโ€ฆ

Overview
๐ŸŒŸ

๐Ÿง  Neural Network Basics โ€” Neurons, Layers, Weights โ€” Quick Facts

๐Ÿ“Œ

Component: Symbol

๐ŸŽฏ

Input: x

โšก

Weight: w

๐Ÿ”‘

Bias: b

Topic 1
๐ŸŒ

๐Ÿ’ก Neural Network Kya Hai?

๐ŸŒ ` BIOLOGICAL NEURON ARTIFICIAL NEURON 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”€ Dendritesโ€ฆ
Topic 2
๐Ÿ“ก ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ“Š Perceptron โ€” Sabse Simple Neuron

๐Ÿ’ก

Sirf linearly separable problemsโ€ฆ

๐Ÿ”‘

XOR solve NAHI kar sakta (1969โ€ฆ

โšก

Solution: Multiple layers add karoโ€ฆ

Topic 3
๐Ÿ”’

๐Ÿ—๏ธ Network Architecture

๐Ÿ”— ` 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”€โ”€โ”€โ” โ”‚ MULTI-LAYER PERCEPTRONโ€ฆ
Topic 4
๐Ÿ›œ

๐Ÿ“ Components Explained

๐Ÿ›œ | Component | Symbol | Role | Example | |-----------|--------|------|---------| | Input |โ€ฆ
Topic 5
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ”ข Math Behind a Neuron

โšก ` SINGLE NEURON CALCULATION: Inputs: x = [x1, x2, x3] = [2.0, 1.5, 0.5] Weights: w = [w1,โ€ฆ
Topic 6
๐Ÿ”ง ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ”„ Types of Layers

๐Ÿ”ง | Layer Type | Kya Karta Hai | Use Case | |-----------|--------------|----------| | Denseโ€ฆ
Topic 7
๐Ÿ”’

๐Ÿ’ป Neural Network Code

๐Ÿ’ป `python ============================================= Neural Network Basics โ€” Fromโ€ฆ
Topic 8
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

โ“ Quiz

๐Ÿ’ก

a) Data store karta hai

๐Ÿ”‘

b) Input signal kiโ€ฆ

โšก

c) Output generate karta hai

๐ŸŽฏ

a) Decoration ke liye

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿง  Neural Network Basics โ€” Neurons, Layers, Weights ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿง  Neural Network Basics โ€” Neurons, Layers, Weights ka 'Input' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿง  Neural Network Basics โ€” Neurons, Layers, Weights Complete!

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๐Ÿง  Neural Network Basics โ€” Neurons, Layers, Weights Complete

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