- Steps to Improve RAG System
- Capstone Project
- Assessments & Demo
Advanced Certificate in Generative AI Pipelines & RAG System
The Level 2 – Advanced AI Program builds on the foundational skills acquired in Level 1, guiding students deeper into the world of machine learning, deep learning, advanced prompt engineering, vector embeddings, and Retrieval-Augmented Generation (RAG). Spanning 120 hours of structured learning, the program combines theory, hands-on labs, capstone projects, and assessments. Students advance from designing prompts and small AI applications to constructing end-to-end AI pipelines, integrating APIs, and developing domain-specific AI solution. By the end of the course, learners are equipped to handle complex AI workflows and implement practical, industry-relevant AI projects.
- Deep Dive in Machine Learning Concepts
- Demstifying Deep Learning
- Prompt Engineering with LLM
- Vector Embedding & Semantic Search Applications
- Deep Dive into RAG System
- Implementing RAG System
