Creator's AI: Unleashing the Power of Generative Models
Dive into the world of Generative AI with this hands-on course. Learn to build and fine-tune AI models for text, image, and creative outputs. Work on real-world projects like text-to-image generators and chatbot fine-tuning. Includes certification, 80% practical learning, and access to APIs like GPT, DALL-E, and Stable Diffusion.
Tools and Technologies:
- TensorFlow
- PyTorch
- Hugging Face
- OpenAI GPT
- DALL-E
Modules
Genesis of Generative AI (4 hours)
- Fundamentals of generative AI and its applications.
- Overview of GANs, VAEs, and transformers.
- Understanding ethical considerations in generative AI.
Building the Creator's Toolbox (8 hours)
- Introduction to pre-trained models: GPT, DALL-E, and Stable Diffusion.
- Data preparation for generative tasks.
- Basics of fine-tuning generative models.
Crafting Creations: Core Applications (12 hours)
- Text generation using GPT models (e.g., blog writing, chatbot responses).
- Image synthesis and editing using DALL-E.
- Video and audio generation basics with emerging tools.
Generative AI Mastery: Real-Time Projects (16 hours)
- Project 1: Building a custom chatbot for customer interaction.
- Project 2: Text-to-image generator for marketing content.
- Project 3: Content automation for social media campaigns.