Skill Topic · Cinematic

🧠 Neural Networks — AI Ka Brain!

W3Schools AI Tutorial — Hinglish me! Neural Networks = Computer ka artificial brain jo patterns…

Overview

🧠 Neural Networks — AI Ka Brain! — Quick Facts

📌

Layer: Role

🎯

Input Layer: Data receive karta hai

⚡

Hidden Layer(s): Patterns extract karta hai

🔑

Output Layer: Final prediction

Topic 1

📌 Neural Network Kya Hai?

🤖 Neural Network ek computing system hai jo human brain se inspired hai. Jaise brain me…

Topic 2

🏗️ Neural Network Architecture

🧠 Basic Structure: ` INPUT LAYER HIDDEN LAYER(S) OUTPUT LAYER (features) (learning)…

Topic 3

⚙️ Ek Neuron (Node) Kaise Kaam Karta Hai?

💡 Step-by-Step Process: ` Inputs Weights Sum Activation Output Function x₁ ──w₁──┐ ├──▶…

Topic 4

🔄 Activation Functions — Neurons Ka "Switch"

⚡ Activation function decide karta hai ke neuron "fire" karega ya nahi. 1. Sigmoid:…

Topic 5

🔄 Forward Propagation — Data Ka Aage Badhna

🎯 ` ┌──────────────────────────────────────────────────────┐ │ FORWARD PROPAGATION │ │ │ │…

Topic 6

🔙 Backpropagation — Network Ka Seekhna

🔮 Backpropagation ML ka learning algorithm hai. Yeh error ko output se input tak wapas…

Topic 7

🏋️ Loss Functions — Error Measure

🌐 | Loss Function | Formula | Kab Use | |--------------|---------|---------| | MSE |…

Topic 8

🏗️ Deep Neural Networks

📊 Deep Neural Network = 3+ layers (1 input + 2+ hidden + 1 output) ` Shallow Network: Deep…

Topic 9

📊 Types of Neural Networks

🤖 | Type | Full Name | Use Case | Example | |------|-----------|----------|---------| | ANN…

Topic 10

💻 Complete Neural Network Example

🧠 `javascript // Simple Neural Network - XOR Problem // XOR: 0,0→0 0,1→1 1,0→1 1,1→0 class…

Topic 11

🧪 Quick Quiz!

💡 1. Neural Network ke 3 main layers kya hain? > Answer: Input, Hidden, Output ✅ 2. ReLU…

Topic 12

📝 Summary

⚡ | Concept | Description | |---------|-------------| | Neural Network | Brain-inspired…

Quick Quiz

Quiz — Question 1

🧠 Neural Networks — AI Ka Brain! ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

🧠 Neural Networks — AI Ka Brain! ka 'Input Layer' kya hai?

Complete! 🎉

🧠 Neural Networks — AI Ka Brain! Complete!

Aliens School · HIEN · Cinematic Knowledge

✅