Generative Models Courses and Certifications

Instituto de Matemática Pura e Aplicada

Fundamentals and Trends in Vision and Image Processing - Multimodal Generative Networks - Aula 10

Explore multimodal generative networks with Professor Luiz Velho in this advanced vision and image processing lecture from IMPA's master's program.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Instituto de Matemática Pura e Aplicada

Fundamentals and Trends in Vision and Image Processing - Multimodal Generative Networks - Aula 23

Explore multimodal generative networks with Professor Luiz Velho. Gain insights into advanced vision and image processing techniques in this graduate-level lecture.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Stanford Seminar - Transformers in Language: The Development of GPT Models Including GPT-3

Explore the evolution of language models from 3-Gram to GPT-3, examining their capabilities in various tasks and discussing the potential of unsupervised learning in AI development.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Denoising Diffusion Models for Denoising Diffusion MRI - Tiange Xiang

Explore innovative self-supervised denoising techniques for diffusion MRI using denoising diffusion models. Learn about a three-stage framework integrating statistic-based theory for improved medical imaging quality.

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

Deep Generative Models - Autoregressive Models - Lecture 3

Explore autoregressive models in deep learning, focusing on their architecture, training, and applications in generating sequential data like text and images.

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

Deep Generative Models - Diffusion Models for Discrete Data - Lecture 18

Explore diffusion models for discrete data in this Stanford lecture, covering advanced techniques in deep generative modeling for AI applications.

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

Deep Generative Models - Lecture 6: Variational Autoencoders

Explore Variational Autoencoders (VAEs) in deep generative modeling, covering theoretical foundations and practical applications in this Stanford lecture by Prof. Stefano Ermon.

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

Deep Generative Models - Energy Based Models - Lecture 11

Explore energy-based models in deep learning, their applications, and theoretical foundations. Gain insights from Stanford's expert on advanced generative modeling techniques.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

From Large Language Models to Large Multimodal Models - Stanford CS25 - Lecture 4

Explore the evolution from large language models to multimodal AI, focusing on CogVLM and CogAgent. Learn about integrating visual perception with language capabilities and future research directions.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Deep Learning in Life Sciences - Spring 2021

Explore cutting-edge applications of deep learning in genomics, drug design, protein folding, pathology, and neuroscience. Gain insights into AI's transformative potential in life sciences research and healthcare.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

Advanced Deep Learning Methods for Healthcare

Explore advanced deep learning techniques for healthcare, including attention models, graph neural networks, memory networks, and generative models. Apply these methods to real-world medical challenges through hands-on projects.

• Coursera
• 16 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning

1 review

Explore neural networks, CNNs, RNNs, transformers, generative models, and advanced techniques in this comprehensive introduction to deep learning for aspiring ML engineers and data scientists.

• Coursera
• 2 days 9 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Fractal Analytics

Coding with Generative AI

13 ratings at Coursera

Explore Generative AI for coding, learning fundamentals, neural networks, and practical applications to enhance code quality and efficiency in real-world challenges.

• Coursera
• 11 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Understanding Artificial Intelligence

89 ratings at DataCamp

Learn the basic concepts of Artificial Intelligence, such as machine learning, deep learning, NLP, generative AI, and more.

• DataCamp
• 2 hours
• On-Demand
• Free Trial Available

Stable Diffusion

2 reviews

Explore latent diffusion models for AI image generation, including unconditional generation and super-resolution techniques.

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