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Generative AI

How AI Text-to-Video Generation Works

Learn how AI creates video from a text prompt. Understand frames, motion and why video is much harder than images, then see how video diffusion models, temporal attention and diffusion transformers keep frames consistent. Learn camera control, image-to-video, audio and lip sync, the main tools, and the ethics of deepfakes.

17 lessons

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How AI Video Generation Actually Works

English ยท 26:37

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Course Content

17 lessons

Unit 1 ยท Video Basics
1

From Images to Video

See a video as a stack of frames with shape (T, H, W, C) and learn what chang...

New
2

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๐Ÿ”’ Plan
3

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๐Ÿ”’ Plan
4

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๐Ÿ”’ Plan
Unit 2 ยท How Video Models Work
5

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๐Ÿ”’ Plan
6

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๐Ÿ”’ Plan
7

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๐Ÿ”’ Plan
8

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๐Ÿ”’ Plan
9

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๐Ÿ”’ Plan
Unit 3 ยท Control and Editing
10

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๐Ÿ”’ Plan
11

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๐Ÿ”’ Plan
12

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๐Ÿ”’ Plan
13

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๐Ÿ”’ Plan
14

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๐Ÿ”’ Plan
Unit 4 ยท Tools and Responsibility
15

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๐Ÿ”’ Plan
16

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๐Ÿ”’ Plan
Capstone
17

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๐Ÿ”’ Plan