Generative Adversarial Networks (GAN) Courses and Certifications

Packt Credential

Machine Learning, Data Science and Generative AI with Python

5 ratings at Coursera

Master machine learning, data science, and generative AI using Python. Build models with TensorFlow, work with big data using Spark, and deploy real-time AI systems ethically.

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

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
• Self-Paced
• Paid Course

Coursera

Data Balancing with Gen AI: Credit Card Fraud Detection

Learn to use Generative AI for data balancing in credit card fraud detection, improving model accuracy through synthetic data generation with GANs.

• Coursera
• 2 hours 57 minutes
• Self-Paced
• Paid Course

Edureka

Getting Started with Generative AI

Master foundational and advanced Generative AI concepts, from model architectures to deployment strategies, with hands-on experience in GANs, transformers, LLMs, and optimization techniques.

• Coursera
• 18 hours 57 minutes
• Self-Paced
• Paid Course

Board Infinity

The Rise of Generative AI

Explore AI's evolution from 1950s to 2023, covering key milestones like neural networks, GANs, and Transformers. Gain insights into AI's impact across sectors and its future potential.

• Coursera
• 2 hours 24 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Packt

Machine Learning with PyTorch and Scikit-Learn

Master machine learning and deep learning with PyTorch and Scikit-Learn through practical examples, covering neural networks, transformers, GANs, and reinforcement learning techniques.

• Coursera
• 1 day 19 hours 12 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course

Packt

Advanced Generative Adversarial Networks (GANs)

Master AI-driven image synthesis with GANs. Learn architectures, implement models, and optimize performance using popular datasets. Apply knowledge to generate realistic images for practical applications.

• Coursera
• 12 hours 46 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

Universidad de Almería

Creative AI: Images and Media

Explore how AI transforms visual media creation through GANs, diffusion models, and text-to-image tools while examining ethical implications and artistic applications.

• Coursera
• 9 hours 17 minutes
• Self-Paced
• Paid Course

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

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)