Skill Topic · Cinematic

🏋️ TF Example 1 Training — Fit, Test & Predict

Aliens School — AI Series #46 W3Schools AI Tutorial se inspired, Hinglish mein! 🚀

Overview

🏋️ TF Example 1 Training — Fit, Test & Predict — Quick Facts

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Parameter: Meaning

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shuffle: true: Har epoch mein data shuffle

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epochs: 250: 250 baar data par loop

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callbacks: Training progress visualize (loss…

Topic 1

💡 Training = Model Ko Sikhana

🤖 Training mein model normalized data par baar baar loop karta hai, aur weights adjust…

Topic 2

🏋️ model.fit() — Training Start

🧠 `javascript async function trainModel(model, inputs, labels) { const params = { shuffle:…

Topic 3

🔮 model.predict() — Predictions

💡 Training ke baad predictions nikalo: `javascript function testModel(model, inputData,…

Topic 4

📊 Results — Original vs Predicted

⚡ ` ┌───────────────────────────────────┐ │ Scatter Plot: │ │ MPG↑ │ │ 40 │ • • ╱…

Topic 5

💻 Complete Training Flow

🎯 `javascript async function runTF() { // 1. Fetch & Clean Data const jsonData = await…

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🔑 Key Takeaways

🔮 | Step | What Happens | |------|-------------| | fit() | Model data par train hota hai |…

Topic 7

❓ Quiz

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a) Model delete karta hai

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b) Model ko data se train karta…

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c) Data fetch karta hai

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a) Speed ke liye

Quick Quiz

Quiz — Question 1

🏋️ TF Example 1 Training — Fit, Test & Predict ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

🏋️ TF Example 1 Training — Fit, Test & Predict ka 'shuffle: true' kya hai?

Complete! 🎉

🏋️ TF Example 1 Training — Fit, Test & Predict Complete!

Aliens School · HIEN · Cinematic Knowledge

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