Amazon SageMaker Courses and Certifications

Microcredential

Enterprise Machine Learning with Amazon SageMaker

Master the complete ML lifecycle using Amazon SageMaker to build, train, deploy, and automate scalable machine learning solutions in AWS cloud environments.

• CodeSignal
• 12 hours
• On-Demand
• Free Certificate
• 4 courses

Amazon SageMaker

1509 ratings at Udemy

Learn how to leverage the power of AWS SageMaker for your Machine Learning and AI Projects on AWS!

• Udemy
• 5 hours 4 minutes
• On-Demand
• Paid Course

Learning Amazon SageMaker

424 ratings at LinkedIn Learning

Learn how to use Amazon SageMaker to analyze data sets and train and deploy predictive machine learning models.

• LinkedIn Learning
• 1 hour 12 minutes
• On-Demand
• Free Trial Available

Amazon Web Services;  Amazon

Introduction to Amazon SageMaker

Learn to build, train, and deploy machine learning models using Amazon SageMaker's fully-managed platform, exploring its key components for notebooks, training, and hosting.

• AWS Skill Builder
• 2-3 hours
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Introduction to Amazon SageMaker (Vietnamese)

Tìm hiểu về Amazon SageMaker: xây dựng, đào tạo và triển khai mô hình máy học nhanh chóng. Khám phá notebook, đào tạo và lưu trữ trong dịch vụ quản lý toàn diện này.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

AWS Foundations: How Amazon SageMaker Can Help

Explore Amazon SageMaker's role in machine learning pipelines, data formats, and model training. Learn to leverage key features for efficient ML workload management and automation.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

AWS SimuLearn: Fine-Tuning an LLM on Amazon SageMaker

Hands-on experience with AI-powered simulations to design and implement AWS solutions for fine-tuning LLMs on SageMaker, developing technical and soft skills through interactive customer scenarios.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Lab - Train a model with Amazon SageMaker

Learn to train and evaluate an XGBoost model using Amazon SageMaker, explore custom training and inference code, import libraries, and set up hyperparameter tuning for improved ML model performance.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Introduction to Amazon SageMaker (Deutsch)

Entdecken Sie die Grundlagen von Amazon SageMaker und lernen Sie, wie Sie Machine Learning-Modelle effizient erstellen, trainieren und bereitstellen können, mit Fokus auf Notebooks, Training und Hosting.

• AWS Skill Builder
• 13 minutes
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

AWS SimuLearn: Use AI Services with Amazon SageMaker

Dive into AI-powered simulations and hands-on practice with AWS SimuLearn, learning to integrate AWS AI services for document processing workflows using Amazon SageMaker, Comprehend, Textract, and more.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Lab - Build Machine Learning Models with Amazon SageMaker

Learn to build and deploy machine learning models using Amazon SageMaker's interface, from environment setup to running linear regression with Python and scikit-learn.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Generative AI: Amazon SageMaker

Master building multimodal AI pipelines using Amazon SageMaker through hands-on challenges. Create knowledge bases, implement RAG solutions, and develop conversational AI while working with foundation models.

• AWS Skill Builder
• 4 hours
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Amazon SageMaker Getting Started

Dive into machine learning with Amazon SageMaker AI, creating Jupyter notebooks to train models and generate predictions through hands-on demonstrations using the AWS Management Console.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Amazon SageMaker JumpStart Foundations

Discover, deploy, and fine-tune foundation models using Amazon SageMaker JumpStart. Learn to select appropriate models, evaluate performance, and create generative images through hands-on demonstrations.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Digital Classroom - Amazon SageMaker Studio for Data Scientists

Accelerate machine learning workflows with Amazon SageMaker Studio. Learn to prepare, build, train, deploy, and monitor ML models efficiently using purpose-built tools for experienced data scientists.

• AWS Skill Builder
• 1 day
• On-Demand
• Paid Course