Diffusion Mastery: Flux, Stable Diffusion, Midjourney & more
AI Art & Videos: Stable Diffusion, Runway, Flux, ComfyUI, Forge WebUI, MidJourney, Sora, Veo, Adobe Firefly & LeonardoAI
Lo que serás capaz de hacer
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!
- 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
Temario
UNIDAD 1 - Introduction · 6 leccionesUNIDAD 1 - Introduction
UNIDAD 1 - Introduction
- Welcome
- Course Overview
- My Goal and a Few Tips
- Explanation of the Links
- Important Links
- Instructor Introduction: Arnold Oberleiter (Arnie)
UNIDAD 2 - How Diffusion Models Work: Examples & Your First Image with DALL-E · 6 leccionesUNIDAD 2 - How Diffusion Models Work: Examples & Your First Image with DALL-E
UNIDAD 2 - How Diffusion Models Work: Examples & Your First Image with DALL-E
- What Will We Learn in This Section?
- Examples of Diffusion Models and Their Applications
- Diffusion Models in Detail: Embeddings, Tensors, RGB Codes & More
- Create a ChatGPT Account and Your First Image
- GPT Image Update
- Recap: What You Should Do NOW!
UNIDAD 3 - Basics & Prompt Engineering for Diffusion Models: DALL-E as Example · 15 leccionesUNIDAD 3 - Basics & Prompt Engineering for Diffusion Models: DALL-E as Example
UNIDAD 3 - Basics & Prompt Engineering for Diffusion Models: DALL-E as Example
- What Will Be Covered in This Section?
- Basics of Prompt Engineering for Diffusion Models
- How to Structure Prompts
- ChatGPT Helps
- Magic Words for Diffusion Models
- Optimizing Aspect Ratios for Different Platforms
- Using Reference Images
- Image Editing and Inpainting
- Custom Instructions for Better Prompts
- My Custom Instructions
- Develop Your Own GPT to Optimize Prompts
- Training Data from My GPT & Link to GPT
- The Gen_ID: Create Consistent Characters
- New Image Model
- Recap: What You Should Remember!
UNIDAD 4 - Basics of Stable Diffusion: Negative Prompts, Models, LoRAs & First Images · 11 leccionesUNIDAD 4 - Basics of Stable Diffusion: Negative Prompts, Models, LoRAs & First Images
UNIDAD 4 - Basics of Stable Diffusion: Negative Prompts, Models, LoRAs & First Images
- What Is This Section About?
- Stable Diffusion & Flux: Features of Open-Source Diffusion Models
- Quick tip: Pinokio, a software for one-click installations of open-source tools
- Using Stable Diffusion in Fooocus with Google Colab or locally
- Fooocus Basics: Interface, First Steps, Settings, and Images
- Stable Diffusion Prompting: Order, Negative Prompts, Brackets & Weighting
- Full Body Views with Aspect Ratio, Prompts & Negative Prompts
- Finding Inspiration on Lexica, SeaArt, Leonardo and Prompt Hero
- More Prompt Engineering Tips for Stable Diffusion and find Styles
- Create SDXL Prompts with Your Own GPT
- Summary: Important Points to Remember
UNIDAD 5 - Fooocus for Advanced Users: Inpainting, Input Image, Upscaling, LoRAs & More · 17 leccionesUNIDAD 5 - Fooocus for Advanced Users: Inpainting, Input Image, Upscaling, LoRAs & More
UNIDAD 5 - Fooocus for Advanced Users: Inpainting, Input Image, Upscaling, LoRAs & More
- What Will We Learn in This Section?
- Multiline Prompts in Stable Diffusion: Blending Images Together
- Support for Arrays and Brackets in Multi-Prompting
- Upscaling Images and Creating Variations
- Enhancing Faces, Eyes, Hands, Clothes, and Details with Enhance
- Stable Diffusion Inpainting Basics
- Stable Diffusion Outpainting Basics
- Improving Hands with Inpainting & perspecitve field
- Input Image and Input Prompt
- Controlnet Pyra Canny: Pose to Image
- ControlNet Depth to Image: Implementing Poses and Depths with CPDS
- FaceSwap and Combining ControlNets
- Consistent Characters: Illustrating a Picture Book, for Example, with Animals
- Installing Checkpoints & LoRAs Locally
- Checkpoints & LoRAs in Google Colab: SDXL Turbo for FAST Generations
- Code for LoRas and Checkpoints
- Recap: What You Should Remember
UNIDAD 6 - Stable Diffusion Pro: Consistent Characters, Product Placements, Clothing, etc. · 12 leccionesUNIDAD 6 - Stable Diffusion Pro: Consistent Characters, Product Placements, Clothing, etc.
UNIDAD 6 - Stable Diffusion Pro: Consistent Characters, Product Placements, Clothing, etc.
- What Will We Learn in This Section?
- Creating Perfect Consistent Characters and Optimizing FaceSwap
- FaceSwap with Advanced Inpainting and Developer Debug Mode
- FaceSwap from Different Angles with Lineart Grid
- Consistent Characters with Grids for Special Poses & Stories
- Creating & Changing Clothing with Masks & Inpainting: AI can Market Cloths
- Real live Product Placements and Better Understanding Masks
- Perfect Hair with Inpainting, Image Prompt, and Masks
- Describe & Converting Photos to Anime Style and Vice Versa
- Using Metadata to Recreate Images
- Text in Stable Diffusion
- Summary: Important Points to Remember
UNIDAD 7 - Train Your Own SDXL LoRa: On Your Face, on AI-Influencer or on Animals · 7 leccionesUNIDAD 7 - Train Your Own SDXL LoRa: On Your Face, on AI-Influencer or on Animals
UNIDAD 7 - Train Your Own SDXL LoRa: On Your Face, on AI-Influencer or on Animals
- What Will We Learn in This Section? Training Stable Diffusion LoRAs!
- Creating a Dataset to train your SDXL model
- Quick Tipp on your Dataset for SDXL Dreambooth training
- Make a Huggingface token: API Key for Pushing Models to Huggingface
- Train your Stabe Diffusion XL LoRA with Dreambooth inside Google Colab
- Using SDXL Kohya LoRA in Fooocus
- Recap: What You Should Remember!
UNIDAD 8 - Flux.1 Basics, different option and running it locally in WebUI Forge · 11 leccionesUNIDAD 8 - Flux.1 Basics, different option and running it locally in WebUI Forge
UNIDAD 8 - Flux.1 Basics, different option and running it locally in WebUI Forge
- What Is This About? Flux in Forge!
- Information About Flux and Black Forest Labs
- Different Ways to Efficiently Use Flux.1 Pro, Dev, and Schnell
- Installing Forge WebUI: Using Stable Diffusion & Flux Easily
- Forge Interface: Using Stable Diffusion & LoRas in Forge WebUI
- Flux in of Forge: Find the Rigth Model (GGUF, NF4, FP16, FP8, Dev, Schnell)
- Prompt Engineering for Flux
- LoRas for Flux
- Upscaling with Forge WebUI
- Inpainting and img2img with Flux in Forge WebUI
- Important Points to Remember!
UNIDAD 9 - Basics in ComfyUI with Flux.1 and more · 14 leccionesUNIDAD 9 - Basics in ComfyUI with Flux.1 and more
UNIDAD 9 - Basics in ComfyUI with Flux.1 and more
- What Is This Section About? ComfyUI Basics
- Installing ComfyUI: Using Flux and Stable Diffusion Locally
- ComfyUI Updates and Comfy Cloud
- Using SDXL Models in ComfyUI
- Prompt Engineering Info for ComfyUI, Flux & Stable Diffusion
- Using SDXL LoRAs, Creating ComfyUI Workflows and understand Metadata
- Installing the ComfyUI Manager from GitHub
- Using Flux Schnell and Dev Locally in ComfyUI
- Using Flux LoRAs in ComfyUI
- Using Flux for Low-End PCs: GGUF and Q2-Q8 Models
- Update: Find the best Models, and run them!
- Use my ComfyUI Workflows and find new ones
- ComfyUI Workflows
- Recap: What You Should Remember.
UNIDAD 10 - Train your own Flux LoRa · 5 leccionesUNIDAD 10 - Train your own Flux LoRa
UNIDAD 10 - Train your own Flux LoRa
- What Is This Section About? Flux LoRa training for Logos & more
- Flux.1 dev: Train a LoRa Model on Replicate, FalAI or locally
- Use the Flux LoRa in Replicate for Inference
- Use Your LoRa Locally in ComfyUI or Forge WebUI
- Recap: What You Should Remember about Flux LoRa Training.
UNIDAD 11 - ComfyUI & Flux Expert: ControlNets, IP-Adapter, Upscaling, Videos & more · 11 leccionesUNIDAD 11 - ComfyUI & Flux Expert: ControlNets, IP-Adapter, Upscaling, Videos & more
UNIDAD 11 - ComfyUI & Flux Expert: ControlNets, IP-Adapter, Upscaling, Videos & more
- What Will We Learn in This Section about ComfyUI
- More Workflows that you need later
- Using ControlNet for Flux in ComfyUI: Canny, Depth and Hed
- Flux: All in One Controlnet with GGUF Models
- SDXL Controlnets and Workflows for ComfyUI
- Flux IP Adapter: Consistent Character with just 1 Input Image
- Ip Adapter for Stable Diffusion and some thougths
- Upscaling Workflows in ComfyUI with Flux, SDXL & SUPIR
- LivePortrait in ComfyUI: Animate Facial expression
- Examples of ComfyUI Capabilities: Videos, FaceSwap, Deforum & more
- Important Points to Remember.
UNIDAD 12 - Web Platforms for Stable Diffusion like Leonardo or SeaArt · 5 leccionesUNIDAD 12 - Web Platforms for Stable Diffusion like Leonardo or SeaArt
UNIDAD 12 - Web Platforms for Stable Diffusion like Leonardo or SeaArt
- There Are Thousands of Ways to Use Stable Diffusion
- Leonardo AI: Using Stable Diffusion Easily and Fast with Controlnets & more
- SeaArt: Especially Suited for FaceSwap in Videos
- Ideogram: Not really Stable Diffusion
- Important Points to Remember
UNIDAD 13 - MidJourney Basics: A User-Friendly & Powerful Diffusion Model · 9 leccionesUNIDAD 13 - MidJourney Basics: A User-Friendly & Powerful Diffusion Model
UNIDAD 13 - MidJourney Basics: A User-Friendly & Powerful Diffusion Model
- What Will You Learn in This Section about Midjourney?
- MidJourney Signup, Interface and Overview
- Prompt Engineering and Settings in MidJourney
- Command List from the MJ Webpage
- Upscaling, Variations, Pan & Zoom in MidJourney
- Image Editing with MidJourney: Inpaint & Outpaint in the Editor
- The NEW Midjourney Editor!
- Prompt Generators for MidJourney
- What You Should Remember
UNIDAD 14 - MidJourney for Advanced Users · 15 leccionesUNIDAD 14 - MidJourney for Advanced Users
UNIDAD 14 - MidJourney for Advanced Users
- What Will We Learn in This Section?
- Image Prompt in MidJourney
- Style reference in Midjourney.
- Consistent Characters: Character Reference and Character Weigth
- Multiprompting and Prompt Weights in MidJourney
- The --no Command, Multiprompts & Weights (Negative Prompts?)
- Describe Function: MidJourney Helps with Your Prompts
- Creating Text in MidJourney
- Tip: Tiling for Creating Repeating Patterns
- Permutation Prompting and the Seed in MidJourney
- Hidden Tools in MidJourney: STOP, Repeat, Quality & Remaster
- Videos in MidJourney
- FaceSwap in MidJourney
- The Prompt Generator Makes More Sense Now
- Important Summary for MidJourney: What You Should Remember!
UNIDAD 15 - Adobe Firefly · 2 leccionesUNIDAD 15 - Adobe Firefly
UNIDAD 15 - Adobe Firefly
- Adobe Firefly vs. DALL-E, MidJourney & Stable Diffusion
- Basics of Adobe Firefly.
UNIDAD 16 - AI Videos from Text, Videos, Images, and Individual Frames · 17 leccionesUNIDAD 16 - AI Videos from Text, Videos, Images, and Individual Frames
UNIDAD 16 - AI Videos from Text, Videos, Images, and Individual Frames
- What Will Be Covered in This Section?
- AI Videos: The Overview – What's Available & Creating Videos with FLUX
- Hotshot: Text to Video Made Simple and Fast
- Kling AI: Text-to-Video, Image-to-Video, Motion Brush & Viral Aging Videos
- DreamMachine from LumaLabs: Recreating Viral Videos
- Sora and Veo
- Sora and Veo (OpenAI and Google)
- FramePack: Create 2-Minute Uncensored AI Videos Locally
- RunwayML: Everything You Need to Know
- Pika Labs: From Standard to Video Editing and LipSync
- Heygen: AI Avatars, AI Clones, Voice Translations, and More
- Stable Diffusion Videos: Deforum and WrapFusion
- Stable WrapFusion in Google Colab
- Overview of Deforum Diffusion to make Ai-Animation
- Mkae AI Music Videos with Deforum Diffusion
- Create 3D Animation in Deforum Stable Diffusion
- Recap of AI Videos
UNIDAD 17 - AI-Generated Voices, Music & DeepFakes · 13 leccionesUNIDAD 17 - AI-Generated Voices, Music & DeepFakes
UNIDAD 17 - AI-Generated Voices, Music & DeepFakes
- What Will We Learn Here
- Diffusion Models Can Generate Voices, Sounds & Music: An Overview
- ElevenLabs TTS: Everything You Need to Know (Audio, Sound, Voice Cloning & more)
- Open-Source Text-to-Speech Solution: ChatTTS
- OpenAI Text-to-Speech (TTS) with Google Colab in Python
- Transcript with Whisper Locally & OpenAI API: Python in Google Colab
- Generating AI Music with Udio
- Real-Time Deepfake with Webcam, Images & Videos Deep-Live-Cam Locally in Python
- Follow this Steps for Deepfake (Copy my Code Lines)
- Step1 of Deepfakes: Clone your Voice and download Videos
- Step 2: Prepare your Data
- Step 3: Deepfake with Wav2Lip in Google Colab
- Recap
UNIDAD 18 - Overview of Upscaling Images, Videos, Vectors & Audio Enhancement · 2 leccionesUNIDAD 18 - Overview of Upscaling Images, Videos, Vectors & Audio Enhancement
UNIDAD 18 - Overview of Upscaling Images, Videos, Vectors & Audio Enhancement
- Upscaling Images, Videos, and Vectors
- Improving Audio Quality with Adobe Podcast
UNIDAD 19 - Diffusion Safety: Copyright, NSFW Content, Privacy & More · 2 leccionesUNIDAD 19 - Diffusion Safety: Copyright, NSFW Content, Privacy & More
UNIDAD 19 - Diffusion Safety: Copyright, NSFW Content, Privacy & More
- Copyright & Intellectual Property: Can You Sell Outputs & Create NSFW Content
- Privacy for Personal Content
UNIDAD 20 - Impact of Diffusion on the Future, Society & Job Market · 8 leccionesUNIDAD 20 - Impact of Diffusion on the Future, Society & Job Market
UNIDAD 20 - Impact of Diffusion on the Future, Society & Job Market
- The Future with Diffusion Models
- 2 More Than Just Picture and Videos: The Future of AI Videos and Robotics!
- A Look into the Future: Are We the Horses This Time?
- What is ANI, AGI, ASI and exponentional growth?
- Will AI/AGI take all Jobs?
- Ethical AI use and the Downside of AI
- Recap and My Thank You!
- Bonus
Tu certificado lo emite la SEP, no solo una plataforma
Al demostrar la competencia recibes un certificado emitido por la Secretaría de Educación Pública a través del Gobierno del Estado de México: un documento oficial que puedes presentar con confianza ante cualquier empleador o institución.
Tu certificado con INEC
- Lo emite la Secretaría de Educación Pública (SEP), a través del Gobierno del Estado de México
- Documento oficial con folio verificable en línea
- Lo otorga la Universidad Tecnológica Fidel Velázquez
Otras plataformas en línea
- Constancia privada emitida por la misma plataforma
- Solo acredita horas cursadas o asistencia
- Sin respaldo de una autoridad educativa
Tu itinerario, de la inscripción al certificado
- 1
Inscripción con pago único
Pagas $2,800 MXN una sola vez y entras de inmediato al curso.
- 2
Estudias a tu ritmo
20 unidades con videos, lecturas y actividades, disponibles 24/7 durante 12 meses.
- 3
Cuestionarios por unidad
Cuestionarios para comprobar lo aprendido.
- 4
Certificado
Emitido por la SEP a través del Gobierno del Estado de México, con folio verificable.
Un certificado oficial de la SEP
- Emitido por la Secretaría de Educación Pública (SEP), a través del Gobierno del Estado de México. No es una constancia privada: es un documento oficial, y ese respaldo marca la diferencia frente a otras plataformas en línea.
- Contenido impartido por Arnold Oberleiter.
- Folio y QR verificables para compartirlo con quien te contrate.
Empieza hoy, a tu ritmo
Un solo pago y acceso inmediato al curso completo durante 12 meses.
- 20 unidades · 188 lecciones · 60 h
- 12 meses de acceso
- Certificado emitido por la SEP (Gob. del Estado de México) con folio verificable
Sobre tu inscripción
¿Cómo es el pago?
Un solo pago de $2,800 MXN. No hay mensualidades ni cargos recurrentes.
¿Cuánto tiempo tengo acceso?
12 meses desde tu inscripción, 24/7, para avanzar a tu ritmo.
¿Quién imparte el contenido?
El curso es impartido por Arnold Oberleiter; INEC gestiona tu inscripción, evaluación y certificado.
¿Qué pasa cuando vence mi acceso?
Puedes renovar tu cuenta tú mismo desde la plataforma, sin trámites ni esperas.


