Generative AI

Generative AI Workshop Syllabus and Course Delivery

Introduction
The Generative AI Workshop by Vigor EdTech is designed to provide a deep dive into the principles, techniques, and applications of Generative Artificial Intelligence. This program caters to students, professionals, and enthusiasts eager to explore the rapidly evolving field of AI and its creative capabilities. Through hands-on learning and expert guidance, participants will gain practical skills and conceptual knowledge to design, implement, and evaluate generative AI models.

Syllabus Overview

Module 1: Foundations of Generative AI

• Introduction to Artificial Intelligence and Machine Learning


• Overview of Generative AI


• Applications of Generative AI (Text, Images, Audio, Video, etc.)


• Ethics and Challenges in Generative AI

Module 2: Generative Models and Architectures

• Understanding Generative Models


• Variational Autoencoders (VAEs)


• Generative Adversarial Networks (GANs)


• Diffusion Models


• Transformers and Large Language Models (LLMs)

Module 3: Practical Applications of Generative AI

• Text Generation with Language Models (GPT, T5, etc.)


• Image Generation and Style Transfer


• Video and Audio Synthesis


• Data Augmentation using Generative Models

Module 4: Hands-on Implementation

• Setting up the Development Environment


• Introduction to TensorFlow and PyTorch


• Building a GAN: Step-by-step


• Fine-tuning Pre-trained Models (e.g., GPT, Stable Diffusion)


• Deploying Generative AI Applications

Module 5: Industry Use Cases and Future Trends

• Generative AI in Marketing and Content Creation


• AI in Gaming and Virtual Reality


• Personalized AI Applications


• Future Trends and Emerging Technologies in Generative AI

Course Delivery Plan

1. 
   

   Key Features of the Workshop

2. 
   
   
   
   • Interactive live sessions led by AI experts.
   
   
   • Practical coding exercises with real-world datasets.
   
   
   • Case studies on successful implementations of generative AI.
   
   
   • Post-session Q&A and doubt-clearing.
   
   
   • Access to workshop recordings and materials for future reference.
   
   
   
   


3. 
   

   Tools and Technologies

   
   
   
   
   • Programming Languages: Python
   
   
   • Libraries: TensorFlow, PyTorch, Hugging Face Transformers
   
   
   • Platforms: Google Colab, Jupyter Notebook
   
   
   
   

Additional Support

• Resource Materials: Comprehensive workshop materials including slides, codes, and datasets.


• Certificate of Completion: Awarded to participants upon successful completion of the workshop.


• Community Access: Join Vigor EdTech’s Generative AI community for ongoing discussions, updates, and collaboration.

Enrollment Details

• Workshop Date: Scheduled batches every month.


• Fee Structure: Competitive pricing with group discounts available.


• Scholarships: Special scholarships for students and educators.

Prepare to unlock the creative potential of AI with Vigor EdTech’s Generative AI Workshop. Join us to shape the future with cutting-edge technology!