Generative Models Courses and Certifications

Andreas Geiger

Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis

Explores unsupervised learning for 3D-controllable image synthesis, disentangling latent factors like viewpoint and object pose from raw images to create novel, consistent scenes.

• YouTube
• 36 minutes
• On-Demand
• Free Video

HuggingFace

Stable Diffusion and Friends - High-Resolution Image Synthesis via Two-Stage Generative Models

Explore the evolution of generative image models with Stable Diffusion co-creator Robin Rombach, covering GANs, Transformers, and latent Diffusion models for high-resolution image synthesis and creative applications.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Bolei Zhou

Interpreting Deep Generative Models for Interactive AI Content Creation

Explore deep generative models for AI content creation, covering image generation, latent space manipulation, and interactive techniques. Learn about challenges and applications in this cutting-edge field.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Simons Institute

Generative Models

Explore generative models in deep learning, covering theoretical perspectives, hacker models, information flow, and provable algorithms for learning classifiers and phylogenetic reconstruction.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

MITCBMM

Bayesian Inference in Generative Models

Explore approximate Bayesian inference methods, including sampling-based techniques and variational inference, with hands-on exercises in implementing algorithms and using probabilistic programming languages.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Runway

BigGAN and Other Generative Models

Explore BigGAN and BigBiGAN generative models, their functionality in RunwayML, and learn about image reconstruction techniques in this informative video on advanced AI-powered image generation.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Generative AI: Foundation Models and Platforms

310 ratings at Coursera

Explore core concepts, models, and platforms of generative AI. Gain hands-on experience with IBM watsonx and other tools to generate text, images, and code using foundation models.

• Coursera
• 6 hours 56 minutes
• On-Demand
• Paid Course

Generative AI: Working with Large Language Models

1798 ratings at LinkedIn Learning

Explore a user-friendly approach to working with transformers and large language models for natural language processing.

• LinkedIn Learning
• 1 hour 9 minutes
• On-Demand
• Free Trial Available

Generative Models for Image Synthesis

Explore cutting-edge generative models for image synthesis, translation, and defect detection. Learn about GANs, unsupervised techniques, and interactive applications in this advanced AI seminar.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Generative Models - Representation Learning Meets Generative Modeling - Lecture 15

Explore the intersection of representation learning and generative modeling through VAEs and latent variables in this MIT deep learning lecture.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Generative Models - Conditional Models - Lecture 16

Explore conditional generative models including cGANs, cVAEs, and diffusion models for image-to-image, text-to-image, and cross-modal translation tasks.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Generative Models Application in High Energy Physics

Explore generative models in high-energy physics, focusing on applications and techniques for data analysis and new physics discovery in particle collider experiments.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Generative Models in High Energy Physics

Explore generative models in high-energy physics, focusing on applications for data analysis and new physics discovery. Learn techniques to handle large datasets and improve experimental outcomes.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Risks and Policy of Generative Models

Explore risks and policy implications of generative AI models in this thought-provoking session, examining potential impacts and regulatory considerations.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Conference Talk

ANITI Toulouse

Generative Models for Satellite Image Analysis

Explore generative models for analyzing satellite imagery, enhancing understanding of Earth observation data and its applications.

• YouTube
• 15 minutes
• On-Demand
• Free Video