Diffusion Mastery: Flux, Stable Diffusion, Midjourney & more
What you'll learn
- Introduction to Diffusion Models: Basics and first steps with diffusion models
- Prompt Engineering: Optimizing prompts for various platforms like DALL-E, MidJourney, Flux, and Stable Diffusion
- Stable Diffusion & Flux: Using open-source models, negative prompts, LoRAs for SDXL or Flux
- Guides for installing and using tools like Fooocus, ComfyUI, Forge, locally or in the cloud
- Flux: Usage for inpainting, IP Adapter, ControlNets, custom LoRAs, and more
- Training custom models & LoRAs, checkpoints, encoders, inpainting and upscaling, multiline prompts for creative image generation
- Creative Applications: Creating consistent characters, AI influencers, product placements, changing clothes and styles (e.g., anime)
- Specialized workflows and tools: Using tools like ComfyUI, Forge, Fooocus, integrating ControlNets, advanced prompting, and logo design
- Platforms: Utilizing Leonardo AI, MidJourney, Ideogram, Adobe Firefly, Google Colab, SeaArt, Replicate, and more
- Deepfakes: Faceswapping in photos and videos, installing programs for live deepfakes in Python, voice cloning, and legal concerns
- AI voices and music: Creating audiobooks, sound effects, and music with tools like Elevenlabs, Suno, Udio, and OpenAI API
- AI videos: Producing AI films with Hotshot, Kling AI, Runway, Pika, Dreammachine, Deforum, WrapFusion, Heygen, and more
- Upscaling and sound enhancement: Improving image, video, and sound quality, higher resolution, or converting to vector formats
- Ethics and security: Legal frameworks and data protection in the use of diffusion models
Requirements
- No prior knowledge or technical expertise required, everything will be shown step by step.
Description
Do you want to understand how diffusion models like Stable Diffusion, Flux, Runwai ML, Pika, Kling AI or MidJourney are revolutionizing processes and how you can use this technology yourself?
Dive into the fascinating world of diffusion models, the technology behind impressive AI-generated images, videos, and music. If you're curious about how tools like DALL-E, Stable Diffusion, Flux, Forge, Fooocus, Automatic 1111, or MidJourney work and how to use them to their fullest potential, this course is perfect for you!
In this comprehensive course, you'll learn both the basics and advanced techniques of diffusion models. From creating your first AI-generated image to advanced prompt engineering and complex applications like inpainting, ControlNet, and training your own models and LoRAs, this course offers everything you need to become an expert in diffusion models.
What you can expect in this course:
Basics and first steps with diffusion models: Learn how diffusion models work and create your first image with DALL-E.
Prompt Engineering: Master the art of crafting the perfect prompts and optimize them for platforms like DALL-E, MidJourney, Flux, or Stable Diffusion, and even create your own GPTs.
Deep dive into Stable Diffusion: Use open-source models, negative prompts, LoRAs for SDXL or Flux, and get detailed guides on installing and using Fooocus, ComfyUI, Forge, and more, both locally and in the cloud.
Flux: Learn how to use the model for inpainting, IP Adapter, ControlNets, your own LoRAs, and more.
Advanced Techniques: Create and train your own models & LoRAs, find checkpoints and encoders, use inpainting and upscaling, and discover how to generate creative images using multiline prompts.
Creative and Practical Applications: Develop consistent characters, AI influencers, design product placements, learn how to change and promote clothing, or transform photos into anime styles—there are no limits to your creativity.
Specialized Workflows and Tools: Explore tools like ComfyUI, Forge, Fooocus, and more. Integrate ControlNets, use advanced prompting techniques, enhance or swap faces, hair, legs, and hands, or design your own logos.
Platforms: Understand platforms like Leonardo AI, MidJourney, Ideogram, Adobe Firefly, Google Colab, SeaArt, Replicate, and more.
Deepfakes: Learn how to perform faceswaps in photos and videos, install Python programs for live deepfakes, clone voices, and understand the potential risks.
AI voices and music: Create entire audiobooks, sounds, melodies, and songs using tools like Elevenlabs, Suno, Udio, ChatTTS, and the OpenAI API.
AI videos: Become an AI film producer with tools like Hotshot, Kling AI, Runway, Pika, Dreammachine, Deforum, WrapFusion, Heygen, and more.
Upscaling & Sound Improvement: Learn how to enhance images, videos, and voices with better quality, higher resolution, or convert them into vector files.
Ethics and Security: Understand the legal frameworks and data protection aspects important when using diffusion models.
Whether you have experience with AI or are just starting out, this course will bring you up to speed and equip you with the skills to implement innovative projects using diffusion models.
Sign up today and discover how diffusion models are changing the way we create images, videos, and creative content!
Who this course is for:
- Anyone who wants to learn about AI
- Technology enthusiasts who want to stay at the forefront of the latest AI developments
- Artists and creatives looking to explore new dimensions of art with AI
- Developers and designers who want to expand the possibilities of diffusion models
Instructor
- 4.7 Instructor Rating
- 22,640 Reviews
- 130,767 Students
- 53 Courses
English text below the German text!
Hallo zusammen!
Ich bin Arnold "Arnie" Oberleiter, ein leidenschaftlicher Dozent im Bereich Künstliche Intelligenz.
Es ist mein Ziel, mein Wissen und meine Begeisterung für KI mit euch zu teilen.
Ich glaube fest daran, dass ein tiefes Verständnis von KI einen enormen Vorteil in unserer technologiegetriebenen Welt bietet. Ich befasse mich mit LLMs (die Technologie hinter ChatGPT) bereits seit 2018-2019, als es mit BERT und GPT-2 losging.
Neben KI habe ich eine große Leidenschaft für Trading, Makroökonomie, Kryptowährungen und Investieren. Die Welt der Finanzen fasziniert mich durch ihre Komplexität, die dahinterliegende Psychologie und Technologie.
In meinen Kursen könnt ihr nicht nur von meiner Expertise profitieren, sondern auch von meiner ständigen Verfügbarkeit, um eure Fragen zu beantworten und euch auf eurem Lernweg zu begleiten.
Ich freue mich darauf, euch in meinen Kursen zu begrüßen und gemeinsam in die spannende Welt der KI und Finanzen einzutauchen.
Herzliche Grüße,
Euer Dozent,
Arnie
English:
I am Arnold 'Arnie' Oberleiter, a passionate lecturer in the field of Artificial Intelligence.
My goal is to share my knowledge and enthusiasm for AI with you. I firmly believe that a deep understanding of AI offers a tremendous advantage in our technology-driven world. I have been involved with LLMs (the technology behind ChatGPT) since 2018-2019, when it started with BERT and GPT-2.
Besides AI, I have a great passion for trading, macroeconomics, cryptocurrencies, and investing. The world of finance fascinates me with its complexity, the underlying psychology, and technology.
In my courses, you can not only benefit from my expertise but also from my constant availability to answer your questions and accompany you on your learning journey.
I look forward to welcoming you to my courses and diving together into the exciting world of AI and finance.
Warm regards,
Your instructor, Arnie