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Skill Topic · Cinematic

➡️ Forward Propagation — Input Se Output Tak

Deep Learning Series #04 — Data network me kaise flow karta hai! Matrix multiplication,…

Topic 1
📚

💡 Forward Propagation Kya Hai?

📚 ` FORWARD PROPAGATION = Data ka left → right flow INPUT HIDDEN 1 HIDDEN 2 OUTPUT ─────…
Topic 2
💡 📊 🔬

📐 Step-by-Step Calculation

💡 ` EXAMPLE: 2 inputs → 3 hidden → 2 output Inputs: X = [0.5, 0.8] ── Layer 1 (Input →…
Topic 3
🔒

📊 Matrix Dimensions Cheat Sheet

🎯 ` Layer l ke liye: ┌─────────────┬───────────────────────────────┐ │ Component │ Shape │…
Topic 4

🔄 Batch Processing

` SINGLE SAMPLE: BATCH (32 samples): X = [0.5, 0.8] X = [[0.5, 0.8], shape: (2,) [0.3,…
Topic 5

💻 Complete Code

🔑 `python ============================================= Forward Propagation — Step by Step…
Topic 6

❓ Quiz

💡

a) Random direction me

🔑

b) Left se right — Input Layer →…

c) Right se left

🎯

a) Input data

Quick Quiz
🧠 QUIZ TIME

Quiz — Question 1

➡️ Forward Propagation — Input Se Output Tak ka sabse sahi definition kya hai?

Complete! 🎉
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➡️ Forward Propagation — Input Se Output Tak Complete!

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➡️ Forward Propagation — Input Se Output Tak Complete

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