Variational Autoencoders Courses and Certifications

Generative AI Essentials - Practical Use Cases

404 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
• On-Demand
• Paid Course

Generative AI in Healthcare: Practical & Hands-on Learning

280 ratings at Udemy

Build AI Models for Medical Imaging, Disease Prediction, and Patient Care

• Udemy
• 2 hours 44 minutes
• On-Demand
• Paid Course

Probabilistic Deep Learning with TensorFlow 2

109 ratings at Coursera

Explore probabilistic deep learning with TensorFlow Probability, covering distributions, Bayesian neural networks, normalizing flows, and variational autoencoders. Gain hands-on experience through coding tutorials and a capstone project.

• Coursera
• 2 days 4 hours 34 minutes
• On-Demand
• Paid Course

Mastering Deep Learning for Generative AI

28 ratings at Udemy

Learn to build and optimize generative models with deep learning. Explore GANs, VAEs, and transformers. Hands-on project

• Udemy
• 4 hours 11 minutes
• On-Demand
• Paid Course

Master the Machine Muse Build Generative AI with ML

18 ratings at Udemy

Learn to create and deploy generative AI models using machine learning. Explore frameworks, tools, and practical ml

• Udemy
• 6 hours 30 minutes
• On-Demand
• Paid Course

Microcredential

Generative AI Models and Transformer Networks Certification

13 ratings at Coursera

Master Generative AI from autoencoders to transformers. Build VAEs, GANs, and deploy GPT/BERT models with RAG techniques for real-world applications using TensorFlow.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

Coursera

Generative AI and Large Language Models

Discover generative AI fundamentals, from GANs to transformers, with hands-on experience using GPT, Hugging Face, and diffusion models for real-world applications.

• Coursera
• 1 day 3 hours 16 minutes
• On-Demand
• Paid Course

Machine Learning with Small Data Part 2

Master advanced ML techniques for limited datasets: multi-task learning, meta-learning, NeRF, diffusion models, and 3D Gaussian Splatting for real-world data constraints.

• Coursera
• 11 hours 34 minutes
• On-Demand
• Paid Course

Introduction Course to Autoencoders, VAEs, and GANs

Master autoencoders, VAEs, and GANs through hands-on implementation with TensorFlow, building realistic image generators and understanding adversarial training dynamics.

• Coursera
• 3 hours 55 minutes
• On-Demand
• Paid Course

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
• On-Demand
• 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 a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Paid Course

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
• On-Demand
• Paid Course

Alberta Machine Intelligence Institute Microcredential

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 a week
• On-Demand
• Paid Course
• 3 courses

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
• On-Demand
• Paid Course