EICTA, IIT Kanpur

Generative AI

Master Generative AI Models and Apply Them in Real-World Applications

  • Certificate of Completion and Project Letter from E&ICT Academy, IIT Kanpur upon course completion.
  • 120 hours of comprehensive training: 60 hours of live online sessions and 60 hours of assignments.
  • Hands-on experience with real-world generative AI projects and applications.
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Beginner Level

Hybrid Mode

Online Live + CIP

1 Month

Course Duration

What you'll learn

  • Master the fundamentals of generative AI, including models like GANs, VAEs, and diffusion models.
  • Implement real-world generative models for tasks such as image and text generation.
  • Evaluate the performance of generative models using key metrics like FID and Perplexity.
  • Understand the ethical implications of generative AI in terms of bias, misinformation, and copyright concerns.
  • Gain practical experience deploying generative AI models using platforms like Hugging Face and OpenAI API.

Skills you'll gain

Generative AI ModelingDeep Learning Frameworks (TensorFlow/PyTorch)Model Evaluation TechniquesEthical AI PracticesDeployment of AI Models

Tools

OpenAI
TensorFlow
hugging face

Earn a career certificate

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Certificate

Learn from Industry Experts

Gain insights from seasoned professionals with real-world experience in generative AI and its applications.

Hands-On, Project-Based Learning

Apply your knowledge through hands-on projects that demonstrate your ability to implement generative AI models in real-world scenarios.

Online Live Sessions

Participate in live sessions with the convenience of online access, complemented by recorded lectures for review.

FAQs

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