Courses
Advanced Certificate in Generative AI Pipelines & RAG Systems
Duration: 120 Hours (3 Months)
Technical - 4 years ago
Intermediate AI Concepts & Applications
Course Overview
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,
Key Program Highlights
- Eligibility – For students who have completed Level 1 or demonstrate GenAI proficiency.
- Deeper Technical Knowledge – Covers ML algorithms, DL models, embeddings, and RAG systems.
- Hands-on Projects – From regression models to advanced semantic search and RAG pipelines.
- Capstone – End-to-end AI solution deployment with Streamlit & Vector DB.
- Industry-Oriented Skills – Workflows applicable to real-world enterprise applications.
By the end of Level 2, students will:
Expected Outcomes
- Build and evaluate ML and DL models for real-world datasets.
- Master advanced prompt engineering and contextual strategies.
- Design and deploy Retrieval-Augmented Generation (RAG) applications
- Implement semantic search systems with vector embeddings.
