Variational Autoencoder (VAE) Courses and Certifications

Foundations of Generative AI Models

Master generative AI fundamentals, training techniques, and RAG implementation while exploring emerging trends and real-world applications across industries.

• Coursera
• 3 hours 36 minutes
• Self-Paced
• Paid Course

Packt

Generative AI, LLMs, and Advanced Applications with Python

Master generative AI and LLMs through hands-on Python applications, exploring VAEs, GANs, Transformers, GPT architecture, OpenAI APIs, RAG systems, and building advanced AI-driven chatbots.

• Coursera
• 9 hours 21 minutes
• Self-Paced
• Paid Course

State Bank of India

Generative AI and its Applications in Finance

Explore Generative AI's transformative applications in finance, from fraud detection to trading strategies, learning key models like GANs and VAEs while addressing ethical considerations and future trends.

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Alberta Machine Intelligence Institute Credential

Generative AI Fundamentals

Dive into Generative AI fundamentals, from LLMs and Transformers to multimodal generation, building systems from scratch, and deploying responsibly with hands-on Python implementation.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Packt

Architecting AI Solutions – Scalable GenAI Systems

Master the art of designing, deploying, and optimizing scalable GenAI systems through hands-on exploration of LGPL architecture, cloud-native deployment, resilience strategies, and security best practices.

• Coursera
• 6 hours 19 minutes
• Self-Paced
• Paid Course

Coursera

GenAI and Model Selection

Master GenAI model selection to optimize workflows, make informed decisions, and drive innovation. Evaluate and integrate advanced AI technologies effectively for your specific organizational needs.

• Coursera
• 2 hours 27 minutes
• Self-Paced
• Paid Course

Packt

Recommender Systems Complete Course Beginner to Advanced

Master recommender systems from basics to advanced techniques. Learn filtering methods, deep learning models, and build real-world applications using TensorFlow. Gain practical skills for product recommendations and more.

• Coursera
• 9 hours 58 minutes
• Self-Paced
• Paid Course

Alberta Machine Intelligence Institute

Generative AI for Audio and Images: Models and Applications

Explore advanced generative AI models like VAEs, GANs, Transformers, and Diffusion for creating audio, image, and video content with ethical considerations.

• Coursera
• 1 day 5 hours 17 minutes
• Self-Paced
• Paid Course

Programming Generative AI: Unit 2

Explore advanced generative AI techniques for images and text using CNNs, autoencoders, diffusion models, and transformers with hands-on PyTorch and Hugging Face implementation.

• Coursera
• 8 hours 26 minutes
• Self-Paced
• Paid Course

Coursera

Fine-tuning Image Models with Diffusion

Master diffusion model fine-tuning with LoRA, DreamBooth, and ComfyUI to create custom image generation models for production-quality results.

• Coursera
• 8 hours 5 minutes
• Self-Paced
• Paid Course

Edureka Credential

Advanced Deep Learning Architectures

Master deep learning architectures by building neural networks, transformers, and generative models from scratch, with hands-on GPU training for production-scale AI systems.

• Coursera
• 8 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Edureka

Generative AI Models and GPU Systems

Master generative AI by exploring VAEs, GANs, and diffusion models, then scale and deploy them using GPU optimization, mixed precision, and distributed training strategies.

• Coursera
• 13 hours 16 minutes
• Self-Paced
• Paid Course

Stanford CS236 - Deep Generative Models I 2023

Master probabilistic foundations and algorithms for deep generative models including VAEs, GANs, normalizing flows, and diffusion models with applications across AI domains.

• YouTube
• 23 hours 38 minutes
• Self-Paced
• Free Video

Generative AI Essentials - Practical Use Cases

427 ratings at Udemy

Learn Generative AI Essentials with lectures, quizzes, real world use cases with hands-on demos and exercises

• Udemy
• 4 hours 22 minutes
• Self-Paced
• Paid Course

Intro to Generative AI for Business Professionals

374 ratings at Udemy

Unleash the Power of Generative AI for Your Business: A Practical Guide

• Udemy
• 1 hour 58 minutes
• Self-Paced
• Paid Course