Skill Topic · Cinematic

🧠 TensorFlow.js — Google Ka ML Power Browser Me!

W3Schools AI Tutorial — Hinglish me! TensorFlow.js = Machine Learning directly JavaScript me, no…

Overview

🧠 TensorFlow.js — Google Ka ML Power Browser Me! — Quick Facts

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Feature: Benefit

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Browser me chale: No server needed, privacy…

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GPU support: WebGL se fast computation

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Pre-trained models: Ready-to-use models available

Topic 1

📌 TensorFlow.js Kya Hai?

📊 TensorFlow.js Google ka open-source ML library hai jo JavaScript me kaam karta hai —…

Topic 2

🛠️ Setup

🔬 CDN (Simplest): `html <script…

Topic 3

🔢 Tensors — ML Ka Building Block

📈 Tensor = Multi-dimensional array (numbers ka container). ` Scalar (0D tensor): 5 Vector…

Topic 4

⚡ Tensor Operations

🧮 Basic Math: `javascript let a = tf.tensor1d([1, 2, 3]); let b = tf.tensor1d([4, 5, 6]);…

Topic 5

🏗️ Model Banana — Sequential API

🎲 Simple Linear Model: y = 2x - 1 `javascript async function trainLinearModel() { // 1.…

Topic 6

🧩 Neural Network Model

🔍 XOR Problem: `javascript async function trainXOR() { const model = tf.sequential(); //…

Topic 7

🏠 Real-World Example: House Price Predictor

🤖 `html <!DOCTYPE html> <html> <head> <script…

Topic 8

🔧 Important Concepts

⚙️ Optimizer Types: | Optimizer | Use Case | Speed | |-----------|----------|-------| | SGD…

Topic 9

💾 Model Save/Load

📊 `javascript // Save model async function saveModel(model) { // LocalStorage (browser)…

Topic 10

🧹 Memory Management

🔬 TensorFlow.js GPU memory use karta hai — cleanup zaroori hai! `javascript // Method 1:…

Topic 11

🧪 Quick Quiz!

📈 1. TensorFlow.js kahan run hota hai? > Answer: Browser (WebGL) aur Node.js dono me! ✅ 2.…

Topic 12

📝 Summary

🧮 | Concept | Description | |---------|-------------| | TensorFlow.js | Browser/Node me ML…

Quick Quiz

Quiz — Question 1

🧠 TensorFlow.js — Google Ka ML Power Browser Me! ka sabse sahi definition kya hai?

Quick Quiz

Quiz — Question 2

🧠 TensorFlow.js — Google Ka ML Power Browser Me! ka 'Browser me chale' kya hai?

Complete! 🎉

🧠 TensorFlow.js — Google Ka ML Power Browser Me! Complete!

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