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  • 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