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๐Ÿ‹๏ธ TF Example 1 Training โ€” Fit, Test & Predict

Aliens School โ€” AI Series #46 W3Schools AI Tutorial se inspired, Hinglish mein! ๐Ÿš€

Overview
๐ŸŒŸ

๐Ÿ‹๏ธ TF Example 1 Training โ€” Fit, Test & Predict โ€” Quick Facts

๐Ÿ“Œ

Parameter: Meaning

๐ŸŽฏ

shuffle: true: Har epoch mein data shuffle

โšก

epochs: 250: 250 baar data par loop

๐Ÿ”‘

callbacks: Training progress visualize (lossโ€ฆ

Topic 1
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ’ก Training = Model Ko Sikhana

๐Ÿค– Training mein model normalized data par baar baar loop karta hai, aur weights adjustโ€ฆ
Topic 2
๐Ÿง 

๐Ÿ‹๏ธ model.fit() โ€” Training Start

๐Ÿง  `javascript async function trainModel(model, inputs, labels) { const params = { shuffle:โ€ฆ
Topic 3
๐Ÿ”’

๐Ÿ”ฎ model.predict() โ€” Predictions

๐Ÿ’ก Training ke baad predictions nikalo: `javascript function testModel(model, inputData,โ€ฆ
Topic 4
โœจ

๐Ÿ“Š Results โ€” Original vs Predicted

โšก ` 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”‚ Scatter Plot: โ”‚ โ”‚ MPGโ†‘ โ”‚ โ”‚ 40 โ”‚ โ€ข โ€ข โ•ฑโ€ฆ
Topic 5
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ’ป Complete Training Flow

๐ŸŽฏ `javascript async function runTF() { // 1. Fetch & Clean Data const jsonData = awaitโ€ฆ
Topic 6
๐Ÿ”ฎ ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ”‘ Key Takeaways

๐Ÿ”ฎ | Step | What Happens | |------|-------------| | fit() | Model data par train hota hai |โ€ฆ
Topic 7
๐ŸŒ

โ“ Quiz

๐Ÿ’ก

a) Model delete karta hai

๐Ÿ”‘

b) Model ko data se train kartaโ€ฆ

โšก

c) Data fetch karta hai

๐ŸŽฏ

a) Speed ke liye

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ‹๏ธ TF Example 1 Training โ€” Fit, Test & Predict ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿ‹๏ธ TF Example 1 Training โ€” Fit, Test & Predict ka 'shuffle: true' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ‹๏ธ TF Example 1 Training โ€” Fit, Test & Predict Complete!

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๐Ÿ‹๏ธ TF Example 1 Training โ€” Fit, Test & Predict Complete

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