Generative AI

  • COURSES

    2-3 Month

  • DURATION

    2 Hours

  • FEE

    Rs.1500/-

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What you'll learn

✔ Master the Latest Generative AI Models
✔ Hands-On Projects with Real-World Applications
✔ Learn from GenAI Industry Experts
✔ Unlock Future-Proof Career Opportunities
✔ Utilize Generative AI Models to Innovate Creative HackathonProjects
✔ Integrate Language Models Seamlessly into Hackathon Solutions

Course content

  • ✓ Overview of AI and Machine Learning
  • ✓ Key Concepts in Generative Models
  • ✓ History and Evolution of Generative AI

  • ✓ Neural Networks Basics
  • ✓ Activation Functions
  • ✓ Loss Functions and Optimization

  • ✓ Autoencoders (AEs)
  • ✓ Variational Autoencoders (VAEs)
  • ✓ Generative Adversarial Networks (GANs)

  • ✓ Data Preprocessing Techniques
  • ✓ Model Training and Tuning
  • ✓ Common Challenges in Training

  • ✓ Text Generation Models
  • ✓ Transformer Architectures (BERT, GPT)
  • ✓ Text Summarization and Translation

  • ✓ GANs for Image Generation
  • ✓ Style Transfer
  • ✓ Image Super-Resolution

  • ✓ Diffusion Models
  • ✓ Reinforcement Learning in Generative AI
  • ✓ Self-Supervised Learning Techniques

  • ✓ AI in Art and Creativity
  • ✓ Synthetic Data Generation
  • ✓ AI for Content Creation

  • ✓ Bias in Generative Models
  • ✓ Ethical Considerations
  • ✓ Legal Implications

  • ✓ Hands-on Project with Generative AI Models
  • ✓ Building and Deploying a Generative Model
  • ✓ Final Capstone Presentation