AWS Skill Builder Courses

Amazon Web Services;  Amazon

Introduction to Esri on AWS

Explore how Esri GIS workloads use AWS cloud infrastructure, including partnership benefits, relevant services, security controls, and ArcGIS Enterprise deployment concepts.

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

Amazon Web Services;  Amazon

Monitor .NET applications using Amazon CloudWatch Application Signals

Monitor .NET microservices on Amazon EKS with CloudWatch Application Signals, using service maps, SLOs, and correlated telemetry to troubleshoot performance.

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

Amazon Web Services;  Amazon

Amazon SageMaker AI Getting Started

Learn how Amazon SageMaker AI supports machine learning and use its AWS Management Console to create a notebook, run sample code, train a model, and generate predictions.

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

Amazon Web Services;  Amazon

AWS Flash - Operationalize Generative AI Applications (FMOps/LLMOps) (Korean)

AWS 기반 LLMOps 참조 아키텍처를 통해 LLM 애플리케이션의 개발, 배포, 평가 및 운영을 살펴봅니다.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

AWS Cloud Quest: Generative AI (Japanese) 日本語版

AWS上で生成AIアプリケーションを構築・自動化し、LLMのファインチューニングやベクトルデータベース活用を実践するゲームベースのシミュレーション。

• AWS Skill Builder
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.2 Train Models

Train machine learning models in Amazon SageMaker by selecting compute environments, using built-in algorithms and script mode, and reducing training time.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.3 Refine Models

Refine machine learning models through regularization, ensemble methods, hyperparameter optimization, pruning, fine-tuning, and versioning with Amazon SageMaker.

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

Amazon Web Services;  Amazon

Amazon Connect Routing Intermediate

Implement proficiency-based, priority, and data-driven routing strategies in Amazon Connect contact centers.

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

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.4 Analyze Model Performance

Analyze machine learning model performance with classification and regression metrics, convergence diagnostics, and Amazon SageMaker tools.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Paid Course

Amazon Web Services;  Amazon

AWS ML Engineer Associate 2.1 Choose a Modeling Approach

Choose cost-efficient, interpretable machine learning approaches across AWS AI services, SageMaker algorithms, JumpStart solutions, and Bedrock built-in solutions.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Paid Course

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

Lab - Analyze and Prepare Data with Amazon SageMaker Data Wrangler and Amazon EMR

Hands-on lab for visualizing, cleaning, and transforming datasets with SageMaker Data Wrangler, then querying them with Spark on Amazon EMR.

• 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

Amazon Elastic Block Store (Amazon EBS) Primer (Bahasa Indonesia)

Pelajari cara memilih, mengonfigurasi, memantau, dan mengelola volume serta snapshot Amazon EBS untuk berbagai beban kerja cloud.

• AWS Skill Builder
• 1 hour 30 minutes
• Self-Paced
• Free Certificate