Level 2 · Advanced Certificate in
Generative AI Pipelines & RAG Systems
Go deeper into ML, embeddings and RAG, and build end-to-end AI pipelines on real data.
- Duration
- 2 months · 120 hours
- Level
- Level 2
- Modules
- 9
- Format
- Labs, projects & assessments
Overview
About the course
The Level 2 Advanced AI programme builds on the foundations of Level 1, taking you deeper into machine learning, deep learning, advanced prompt engineering, vector embeddings and Retrieval-Augmented Generation (RAG).
Across 120 hours of theory, hands-on labs, capstone projects and assessments, you move from designing prompts and small AI applications to building end-to-end AI pipelines, integrating APIs and developing domain-specific AI solutions.
Curriculum
What you'll learn
- Deep Dive into Machine Learning Concepts
- Demystifying Deep Learning
- Advanced Prompt Engineering & Context Engineering
- Vector Embeddings & Semantic Search Applications
- Deep Dive into RAG Systems
- Implementing RAG Systems
- Steps to Improve RAG Systems
- Capstone Project
- Assessments & Demo
Quick enquiry
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Tell us a bit about yourself and what you'd like to do next. A consultant will get back to you, usually within one working day, with the course, start dates and funding options that fit.
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