Unit 1: Generative AI Fundamentals
Unit 2: Transformers and Development Setup
Unit 3: Development Environment Setup
Full-Stack GenAI: Fine-Tuning and Integration with FastAPI, React, and MongoDB
Build full-stack GenAI applications by fine-tuning models and integrating them with FastAPI, React, and MongoDB.
Unit 1: Introduction to Pre-trained Models
Unit 2: Text Generation with Pre-trained Models
Unit 3: Image Generation with Pre-trained Models
Unit 4: Code Generation with Pre-trained Models
Unit 1: Dataset Preparation for Fine-Tuning
Unit 2: Fine-Tuning Techniques
Unit 3: Monitoring and Evaluation
Unit 4: Addressing Common Issues
Unit 1: FastAPI Fundamentals for GenAI
Unit 2: Integrating GenAI Models with FastAPI
Unit 3: Data Storage and Security
Unit 1: React Setup and API Connection
Unit 2: Building the User Interface
Unit 3: Advanced Features and Feedback
Unit 4: Enhancements and Deployment
Unit 1: Understanding Ethical Implications
Unit 2: Mitigating Bias in GenAI
Unit 3: Responsible AI Development