Hands-On Project Based AI Course
AI Art for Beginners - Stable Diffusion Crash Course
Hands-On Project Based Beginner Friendly
Level: Beginner
Instructor: Chris
$79.99 $99.99 20% Off - Limited Offer
Enrolled

Course Includes:
28 Video Lectures
Watch Duration: 5.3 Hours
65 Pages of Lecture Notes
Reading Time: 4 Hours
272 Quiz Questions
292 Lines of Code
13 Inline Math Snippets
88 Inline Code Snippets
97 Custom Visual Graphics
Updated and Maintained
What you'll learn ...
Gain an understanding of AI, its abilities, and its inevitable impact on our society
Learn about and how to use the open source Automatic1111 UI
Learn about and how to use the open source Stable Diffusion model
See how AI art is more than just pretty images and how AI art empowers solo artists
Gain an understanding of how AI art uses data and how we can source data from the internet as solo artists
Understand how to talk to models using prompts - the art of asking
Learn about the new emerging field of prompt engineering and how to speak to models
Understand how to use prompt engineering tools inside the Automatic1111 Stable Diffusion Web UI
Learn techniques to improve outputs by balancing between being general and specific in our prompts
Learn the art of the seed - What seeds are and how they can be used to control outputs
Learn how diffusion models like Stable Diffusion work in steps called sampling steps
Gain an understanding of sampling methods and why they are included in the image generation process
Learn how Stable Diffusion predicts noise and how the CFG scale guides the model's prediction
Gain exposure to media tools like FFmpeg and Davinci Resolve
Learn how to create the Women of the World AI art project from start to finish
Part 1 - INTRODUCTION TO STABLE DIFFUSION
Section 1 - Course Introduction & Software Setup
Lesson #1

AI Art for Beginners - Stable Diffusion Crash Course Syllabus Overview
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 1
Watch Duration: 10:31
Reading Time: 12 Minutes
Custom Visual Graphics: 6
Lesson #2

Automatic1111 & Stable Diffusion - AI Art Course Install & Setup
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 14
Lines of Code: 20
Watch Duration: 23:08
Reading Time: 19 Minutes
Inline Code Snippets: 11
Updated and Maintained
Lesson #3

Automatic1111 & Stable Diffusion - Google Colab & Google Drive Setup
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 8
Lines of Code: 19
Watch Duration: 12:56
Reading Time: 8 Minutes
Inline Code Snippets: 12
Updated and Maintained
Section 2 - Introducing AI Art & Diffusion Models
Lesson #4

AI Art Taking World By Storm - Diffusion Models Overview
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 12
Watch Duration: 13:39
Reading Time: 9 Minutes
Custom Visual Graphics: 3
Lesson #5

Does AI Art Have Meaning - Women of the World Project Overview
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 8
Watch Duration: 07:15
Reading Time: 8 Minutes
Custom Visual Graphics: 2
Section 3 - Prompt Engineering with Stable Diffusion
Lesson #6

Art of the Prompt - Prompting Stable Diffusion
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Inline Code Snippets: 6
Watch Duration: 21:07
Reading Time: 10 Minutes
Custom Visual Graphics: 5
Lines of Code: 23
Lesson #7

Prompt Engineering - Learning How to Talk to Models
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 13
Inline Code Snippets: 2
Watch Duration: 12:39
Reading Time: 7 Minutes
Custom Visual Graphics: 5
Updated and Maintained
Lesson #8

Stable Diffusion Prompting Tools - Using Prompt S/R in Automatic1111
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 6
Inline Code Snippets: 4
Watch Duration: 07:40
Reading Time: 5 Minutes
Custom Visual Graphics: 4
Lines of Code: 4
Lesson #9

Stable Diffusion Prompt Engineering - Specifying Detail
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Inline Code Snippets: 21
Watch Duration: 20:50
Reading Time: 11 Minutes
Custom Visual Graphics: 8
Updated and Maintained
Section 4 - Stable Diffusion Image Generation Parameters
Lesson #10

Seeds & The Image Generation Process - Stable Diffusion Parameters
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 11
Inline Code Snippets: 3
Watch Duration: 07:13
Reading Time: 6 Minutes
Custom Visual Graphics: 4
Updated and Maintained
Lesson #11

Sampling Steps & Noise - Stable Diffusion's Base Material
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Watch Duration: 07:11
Reading Time: 5 Minutes
Custom Visual Graphics: 4
Lesson #12

Sampling Methods & Stable Diffusion - Do They Matter?
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 11
Inline Code Snippets: 1
Watch Duration: 08:27
Reading Time: 7 Minutes
Custom Visual Graphics: 2
Updated and Maintained
Lesson #13

CFG Scale & Noise Predictions - Stable Diffusion & Guidance
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Inline Math Snippets: 13
Watch Duration: 12:46
Reading Time: 12 Minutes
Custom Visual Graphics: 4
Updated and Maintained
Lesson #14

Stable Diffusion Image Resolutions - Height & Width
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Watch Duration: 08:59
Reading Time: 7 Minutes
Custom Visual Graphics: 4
Lesson #15

Image to Image with Stable Diffusion - Img2Img + Prompt
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Inline Code Snippets: 3
Watch Duration: 14:39
Reading Time: 5 Minutes
Custom Visual Graphics: 4
Updated and Maintained
Lesson #16

Denoising Strength - Tricking Stable Diffusion with Noisy Inputs
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 11
Watch Duration: 12:01
Reading Time: 10 Minutes
Custom Visual Graphics: 7
Lesson #17

Stable Diffusion Image Generation - Parameter Summary
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 13
Watch Duration: 11:24
Reading Time: 8 Minutes
Custom Visual Graphics: 5
Part 2 - AI ART PROJECT WITH STABLE DIFFUSION
Section 1 - Masking & Inpainting with Stable Diffusion
Lesson #18

Introduction to Masking - Bitmask
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Watch Duration: 04:30
Reading Time: 7 Minutes
Custom Visual Graphics: 3
Lesson #19

Introducing Image Masking - 2D Bitmasks Using Pixels
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 11
Watch Duration: 15:33
Reading Time: 6 Minutes
Custom Visual Graphics: 5
Lesson #20

Image Inpainting & Outpainting With Stable Diffusion
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Watch Duration: 18:48
Reading Time: 6 Minutes
Custom Visual Graphics: 5
Lesson #21

Stable Diffusion Masking and Inpainting - Mask & Blur
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 11
Watch Duration: 19:23
Reading Time: 12 Minutes
Custom Visual Graphics: 6
Section 2 - Women of the World - End of Course Project
Lesson #22

AI Art Project Data Processing - Women of the World
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Inline Code Snippets: 10
Watch Duration: 12:49
Reading Time: 9 Minutes
Custom Visual Graphics: 1
Lines of Code: 77
Lesson #23

AI Art Project - Generating Prompts & Choosing Image & Mask Configs
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Inline Code Snippets: 6
Watch Duration: 10:29
Reading Time: 9 Minutes
Custom Visual Graphics: 3
Lines of Code: 24
Lesson #24

AI Art Project - Image Generation Parameters
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Inline Code Snippets: 1
Watch Duration: 06:36
Reading Time: 5 Minutes
Custom Visual Graphics: 4
Updated and Maintained
Lesson #25

Stable Diffusion Image Outputs to Video Using FFmpeg
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Lines of Code: 33
Watch Duration: 15:20
Reading Time: 5 Minutes
Inline Code Snippets: 4
Updated and Maintained
Lesson #26

Adding Text Overlays to Stable Diffusion Outputs - FFmpeg
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 10
Inline Code Snippets: 3
Watch Duration: 00:07
Reading Time: 6 Minutes
Custom Visual Graphics: 2
Lines of Code: 65
Lesson #27

Using FFmpeg to Create Image Labels as Separate Assets
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 11
Lines of Code: 27
Watch Duration: 00:07
Reading Time: 3 Minutes
Inline Code Snippets: 1
Updated and Maintained
Lesson #28

AI Art for Beginners - Course Conclusion
On-Demand Video Lecture
Full Lecture Notes
Interactive Quiz Questions: 1
Watch Duration: 00:07
Reading Time: 2 Minutes
Custom Visual Graphics: 1