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Skill Topic ยท Cinematic

๐Ÿ”ข Tensors โ€” AI Mein Data Ka Building Block

Aliens School โ€” AI Series #32 W3Schools AI Tutorial se inspired, Hinglish mein! ๐Ÿš€

Overview
๐ŸŒŸ

๐Ÿ”ข Tensors โ€” AI Mein Data Ka Building Block โ€” Quick Facts

๐Ÿ“Œ

Property: Description

๐ŸŽฏ

dtype: Data type

โšก

rank: Number of dimensions

๐Ÿ”‘

shape: Size of each dimension

Topic 1
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

๐Ÿ’ก Tensor Kya Hai?

๐Ÿค– Tensor ek multidimensional array hai โ€” basically data ko organize karne ka tareeqa.โ€ฆ
Topic 2
๐Ÿง  ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ“Š Tensor Ki Properties

๐Ÿง  | Property | Description | Example | |----------|-------------|---------| | dtype | Dataโ€ฆ
Topic 3
๐Ÿ”’

๐Ÿ—๏ธ Tensor Ranks (Dimensions)

๐Ÿ’ก ` 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”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ Rank 0 โ†’ Scalar โ†’ 5 โ”‚ โ”‚ Rank 1 โ†’ Vectorโ€ฆ
Topic 4
โšก

๐Ÿ”— TensorFlow.js Mein Tensor Banana

โšก TensorFlow.js use karne ke liye pehle script add karo: `html <scriptโ€ฆ
Topic 5
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ“ Tensor Shape

๐ŸŽฏ Tensor ko array + shape parameter se bhi bana sakte ho: `javascript // Flat array + shapeโ€ฆ
Topic 6
๐Ÿ”ฎ ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ“ค Tensor Se Values Nikalna

๐Ÿ”ฎ tensor.data() โ€” Flat data milta hai `javascript const tensorA = tf.tensor([[1, 2], [3,โ€ฆ
Topic 7
๐Ÿ”’

๐Ÿท๏ธ Tensor Data Types

๐ŸŒ | Type | Description | |------|-------------| | bool | Boolean (true/false) | | int32 |โ€ฆ
Topic 8
๐Ÿ“Š

๐Ÿง  Real-World Mein Tensors

๐Ÿ“Š ` 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”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ TENSORS IN ML โ”‚โ€ฆ
Topic 9
๐Ÿ“ฅ โš™๏ธ ๐Ÿ”ฌ ๐Ÿ’ก

โ“ Quick Quiz

๐Ÿ’ก

a) Data type

๐Ÿ”‘

b) Number of dimensions โœ…

โšก

c) Total elements

๐ŸŽฏ

a) int32

Topic 10
๐Ÿง 

๐Ÿ“ Summary

๐Ÿง  | Concept | Detail | |---------|--------| | Tensor | Multidimensional array โ€” ML ka mainโ€ฆ
Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ”ข Tensors โ€” AI Mein Data Ka Building Block ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿ”ข Tensors โ€” AI Mein Data Ka Building Block ka 'dtype' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ”ข Tensors โ€” AI Mein Data Ka Building Block Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

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