Notes
This are my notes extracted during my preparation journey to the AWS Certified AI Cloud Practitioner Exam. This is a work in progress and the notes could be updated.
- Introduction to Artificial Intelligence
- Relation between AI, ML, DL and other disciplines
- Computer Vision
- Natural Language Processing
- Neural Networks
- AI Model
- An AI Model vs and Algorithm
- Large Language Models
- Foundation Model
- Interacting with LLMs to Generate Content
- Types of inferencing
- Data type and formats in AI
- Amazon Bedrock Overview
- Retrieval-Augmented Generation (RAG)
- Model Domain Adaptation
- Prompt Engineering
- Fine-tunning in Amazon Bedrock
- Generative AI Overview
- Amazon SageMaker Overview
- Amazon Q Developer
- AWS ML Computing Infrastructure
- Model Fine-Tunning
- Data Preparation
- Transformer Architecture
On October in 2025 I enrolled to this course from Stephan Mareek and started to organize my notes following the course structure:I Curso: NEW Ultimate AWS Certified AI Practitioner AIF-C01