Generative Models Courses and Certifications

MIT HAN Lab

Efficient Video Understanding and Generative Models - Lecture 19

Explore efficient video understanding and generative models, focusing on techniques for deploying neural networks on resource-constrained devices and optimizing deep learning applications.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

MIT HAN Lab

Efficient Video Understanding and Generative Models - Lecture 19

Explore efficient video understanding and generative models, focusing on techniques for deploying neural networks on resource-constrained devices and optimizing deep learning applications.

• YouTube
• 1 hour 38 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Financial Time Series Modelling Using Generative Models

Explore data-driven approaches for financial time series modelling, performance metrics, and generative modelling techniques for market simulation.

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

Institute for Pure & Applied Mathematics (IPAM)

Generative Models for Materials - Stochastic Interpolants to Sound Benchmarks

Explore stochastic interpolants for materials discovery using the Open Materials Generation framework to predict crystal structures and generate novel stable materials.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

BIMSA

Enabling Collaboration between Creators and Generative Models

Explore how creators can effectively collaborate with generative AI models to enhance creative workflows and artistic expression.

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

Computational Genomics Summer Institute CGSI

Some Fundamentals of Generative Models

Discover core principles of generative models through expert insights on diffusion processes, preference learning, and inference-time scaling techniques.

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

Computational Genomics Summer Institute CGSI

Generative Models and Their Applications in Computational Biology

Explore generative models like VAEs and diffusion models for computational biology applications, from protein design to genomic data analysis.

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

AI Doctoral Academy

Generative Models: Controllable Generation and Learning

Dive into advanced generative AI models with Prof. Patras, exploring controllable generation techniques and learning mechanisms for creating more precise and manageable AI-generated content.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Kavli Institute for Theoretical Physics

Generative Models and Physics

Explore how generative models intersect with theoretical physics in this interdisciplinary blackboard talk bridging machine learning and physics research.

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

Broad Institute

Generative Models for Text and Images - Development and Evaluation

Explore generative AI models for text and images in healthcare, covering development techniques and evaluation methods from Stanford's medical imaging expert.

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

University of Chicago Department of Mathematics

Toward Physical Generative Models

Explore random dynamical systems in generative models, examining when algorithms produce "physical" samples and how to recover target distributions from noisy processes.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Valence Labs

Calibrating Generative Models to Distributional Constraints

Discover how to fix generative model miscalibration using constrained optimization, with practical applications in protein design, image generation, and language modeling.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Google Gemini AI Course for Beginners

3 reviews

Explore Google Gemini AI: Learn fundamentals, obtain API key, understand models, and build an AI chatbot. Hands-on practice with text, image, and embedding functionalities for beginners.

• freeCodeCamp
• 1 hour 19 minutes
• On-Demand
• Free Video

Building Generative AI Solutions on Azure with OpenAI GPT Large Language Models

Master building custom AI copilots and applications using Azure AI Studio, Prompt Flow, and OpenAI models with full lifecycle management and GenAIOps deployment strategies.

• Udacity
• 10 hours
• On-Demand
• Paid Course

Yannic Kilcher

SinGAN - Learning a Generative Model from a Single Natural Image

Unconditional generative model learns from a single image to create diverse, high-quality variations. Uses pyramid of GANs to capture patch distribution at multiple scales, enabling flexible image generation and manipulation.

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