Generative Models 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
• On-Demand
• Paid Course

Mastering Generative AI: Language Models with Transformers

Build job-ready skills in NLP based applications using GPT and BERT in just 2 weeks! Add sought-after skills employers are looking for to your resume and power up your AI career.

• edX
• 2 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Coursera Microcredential

Open Generative AI: Build with Open Models and Tools

Master open-source generative AI through hands-on projects covering fine-tuning, RAG systems, model deployment, and production-ready applications using cutting-edge tools.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 13 courses

Core generative models and techniques

Explore GANs, autoregressive models, and diffusion models while mastering hands-on implementation with Azure AI Foundry for sequential data generation and high-fidelity image creation.

• Coursera
• 20 hours 35 minutes
• On-Demand
• Paid Course

Alberta Machine Intelligence Institute

Building and Deploying Generative AI Models

Master building, deploying, and scaling Transformer models, RAG systems, and autonomous AI agents from scratch using PyTorch, LangChain, and Google Cloud Platform.

• Coursera
• 13 hours 43 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

Coursera

Fine-Tune & Optimize Generative AI Models

Master parameter-efficient fine-tuning techniques like LoRA to optimize large language models for specific domains while reducing costs and maintaining quality in production.

• Coursera
• 5 hours 5 minutes
• On-Demand
• Paid Course

Whizlabs

Prompt Engineering Generative AI & LLM Models Fundamentals

Master prompt engineering and LLM fundamentals through hands-on training, optimization techniques, and advanced architectures like RAG for real-world AI applications.

• Coursera
• 6 hours 28 minutes
• On-Demand
• Paid Course

Serrano.Academy

Generative Models

Explore denoising autoencoders, VAEs, GANs, and RBMs in this comprehensive introduction to generative models, covering key concepts and applications in machine learning.

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

Unsupervised Machine Learning: Unlocking the Potential of Data

Unlock untapped data potential through unsupervised ML techniques, generative models, and representation learning to drive AI initiatives and build interpretable models for your organization.

• GetSmarter
• 6 weeks, 7 hours a week
• 18th Mar, 2026
• Paid Course

Machine Learning Techniques & Applications

Explore practical machine learning, deep learning, generative AI, and NLP applications for solving real-world problems.

• OpenLearning
• 40 hours
• On-Demand
• Paid Course

Generative AI: Introduction to Large Language Models

850 ratings at LinkedIn Learning

Gain a foundational knowledge of how large language models and other Generative AI models work.

• LinkedIn Learning
• 1 hour 36 minutes
• On-Demand
• Free Trial Available

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
• On-Demand
• Free Video

Generative AI and Large Language Models

Explore generative AI and large language models, covering fundamental concepts, applications, and deep learning techniques. Gain insights into transformers, prompt engineering, and ethical considerations.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Learn to build generative AI chatbots using seq2seq models, handling user input and unknown words for more advanced conversational capabilities.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available