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Artificial Intelligence
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Build production LLM apps: RAG, agents, fine-tuning and evaluation.
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Artificial Intelligence
Intermediate
Live Classes
Multimodal Gen AI & Diffusion Models
Build image, audio and multimodal generation systems with diffusion models and vision-language models, hands-on.
4.8
540 enrolled
14 weeks · 110+ live learning hours
Certificate
Overview
Curriculum
Instructor
FAQ
Program Overview
An intermediate specialization on generation beyond text. Across 14 weeks and 110+ live hours you learn diffusion models, image and audio generation, vision-language models and multimodal pipelines, building creative and practical generation apps.
What you'll learn
- Understand diffusion model fundamentals
- Generate and edit images programmatically
- Work with vision-language models
- Build multimodal generation pipelines
- Deploy a generative media app
Tools you'll use
PythonPyTorchHugging Face DiffusersStable DiffusionOpenAI API
Hands-on Projects
- Image generation and editing app
- Multimodal generation pipeline
Career Outcomes
Generative AI EngineerMultimodal AI DeveloperAI Creative Technologist
Complimentary software included
Enroll in this course and get these professional tools free — licenses and access are provided as part of the program, at no extra cost.
GPU Cloud Credits Compute
Run diffusion models.
Hugging Face Pro Model Hub
Diffusers and models.
Stable Diffusion (Tools) Generation
Image generation toolkit.
Weights & Biases MLOps
Track experiments.
Curriculum
Generative Modeling Foundations
- GANs vs diffusion
- Latent space
Diffusion Models In Depth
- Denoising
- Samplers
Image Generation & Editing
- Text-to-image
- Inpainting
Vision-Language Models
- CLIP
- Captioning
Audio & Multimodal Generation
- Audio gen
- Multimodal fusion
Applied Multimodal Project
- Pipeline
- Capstone
Marcus Lee
AI Engineering Lead
Built GenAI products used by millions.
Certificate
Verified specialization certificate with project review.
No FAQs yet. Submit an inquiry for any questions.
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