Amazon Web Services (AWS) Courses and Certifications

Amazon Web Services;  Amazon

Data Engineering on AWS - Foundations

Explore data engineering roles, discovery, architectures, pipelines, security, and AWS tools including CI/CD, IaC, serverless applications, and cost optimization.

• AWS Skill Builder
• 2 hours
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Lab - Train a model with Amazon SageMaker

Hands-on SageMaker lab for training models with built-in XGBoost and custom script-mode code, importing dependencies, tuning hyperparameters, and evaluating predictions.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Digital Classroom - AWS Migration Essentials

Plan and perform lift-and-shift migrations to AWS using assessment, discovery, migration, and tracking services.

• AWS Skill Builder
• 8 hours
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Introducción a Amazon CloudWatch (Español LATAM) | Amazon CloudWatch Getting Started (LATAM Spanish)

Introducción práctica a Amazon CloudWatch para explorar métricas y registros, crear alarmas y supervisar la disponibilidad de aplicaciones mediante productos sintéticos.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Introdução ao Amazon CloudWatch (Português) | Amazon CloudWatch Getting Started (Portuguese)

Introdução ao Amazon CloudWatch para explorar métricas e logs, criar alarmes e monitorar a disponibilidade com sintéticos.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Lab - Build with Amazon Neptune

Query and visualize property graph data in Amazon Neptune by connecting it to Athena and QuickSight.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Lab - Monitoring Micro-Service Architectures with AWS X-Ray and Amazon CloudWatch

Configure AWS X-Ray instrumentation to map microservices, visualize end-to-end requests, and review trace data in Amazon CloudWatch.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

Optimizing Foundation Models

Explore how retrieval-augmented generation and fine-tuning improve foundation-model performance, including data preparation, agents, embeddings, and evaluation against business objectives.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Developing Machine Learning Solutions

Learn to develop machine learning solutions across the lifecycle using AWS services, evaluate model performance, deploy models, and apply foundational MLOps concepts.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

No-code Machine Learning and Generative AI on AWS (With Labs)

Build no-code machine learning and generative AI workflows in Amazon SageMaker Canvas, from data preparation and training to predictions, deployment, and RAG.

• AWS Skill Builder
• 10 hours 30 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

No-code Machine Learning and Generative AI on AWS

Learn to build, evaluate, deploy, and use generative AI models in Amazon SageMaker Canvas without writing code.

• AWS Skill Builder
• 5 hours 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Amazon Q Developer Getting Started

Learn how Amazon Q Developer helps optimize, transform, and extend code through an IDE-based demonstration.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Generative BI with Amazon Q in Quicksight - Getting Started

Learn how Amazon Q in QuickSight enables natural-language data questions, contextual visual responses, and generative BI dashboards.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

AWS Solutions Architect Associate Certification - Full Course to Pass the Exam

Exam-focused survey of AWS services and architecture concepts for preparing to pass the AWS Solutions Architect Associate (SAA-C03) certification exam.

• freeCodeCamp
• 2 hours 29 minutes
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Discover and Assess On-Premises Database Fleet with AWS DMS Fleet Advisor

Learn to install and configure AWS DMS Fleet Advisor to discover on-premises databases, assess inventory, review target recommendations, and monitor migration-planning metrics.

• AWS Skill Builder
• 1 hour 15 minutes
• Self-Paced
• Free Certificate