Generative AI & LLMs

This professional Generative AI & LLMs program takes learners through Generative Model Landscape, Transformer Architecture, Prompt Design, Embeddings and Vector Search, Retrieval-Augmented Generation, Fine-Tuning Strategies, Evaluation and Guardrails, Production LLM Application. Target audience: Engineers building useful, reliable generative AI products.

Jane Instructor8 chapters34 hoursCertificate included

What you'll learn

Apply generative model landscape to a practical Generative AI & LLMs project.

Apply transformer architecture to a practical Generative AI & LLMs project.

Apply prompt design to a practical Generative AI & LLMs project.

Apply embeddings and vector search to a practical Generative AI & LLMs project.

Apply retrieval-augmented generation to a practical Generative AI & LLMs project.

Apply fine-tuning strategies to a practical Generative AI & LLMs project.

Skills covered

LLMs

Transformers

Prompting

Embeddings

RAG

AI Evaluation

Prerequisites

Python and basic machine learning

Who this is for

Engineers building useful, reliable generative AI products.

Course modules

1Generative Model LandscapeFree preview

2Transformer ArchitectureFree preview

3Prompt Design

4Embeddings and Vector Search

5Retrieval-Augmented Generation

6Fine-Tuning Strategies

7Evaluation and Guardrails

8Production LLM Application

Assessments and certification

Generative AI & LLMs Practice Quiz

8 questions · 20 min · Pass mark 70%

Quiz

Generative AI & LLMs Certification Exam

8 questions · 60 min · Pass mark 70%

Final exam

Earn your AMNEXT ACADEMY certificate

Complete the course and pass its certification assessment to receive a verifiable certificate.