Amazon SageMaker Courses and Certifications

AWS SageMaker Complete Course| PyTorch & Tensorflow NLP-2022

106 ratings at Udemy

Build DL/ML model in Sklearn,Tensorflow/Keras & PyTorch. How to bring docker container&Algorithm from local to Sagemaker

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

Learning Amazon SageMaker

143 ratings at LinkedIn Learning

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

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Debiasing AI Using Amazon SageMaker

15 ratings at LinkedIn Learning

Learn how to debias AI with Amazon SageMaker. Build machine learning models that are fair, transparent, and explainable.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

HuggingFace

Managed Training with Amazon SageMaker and Transformers

Explore the integration of Amazon SageMaker and Hugging Face Transformers in this under 1-hour material by HuggingFace. Learn preprocessing, S3 integration, and hyperparameter search.

• YouTube
• 25 minutes
• On-Demand
• Free Online Course

Amazon SageMaker Technical Deep Dive Series

Dive deep into Amazon SageMaker with AWS's 4-5 hour program. Learn to manage, train, deploy, and tune ML models, use various deep learning frameworks, and analyze datasets.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Online Course

Amazon SageMaker

Master AWS SageMaker in a 1-2 hour tutorial playlist, covering building, training, and deploying machine learning models, and managing S3 buckets.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Online Course

Operationalizing Machine Learning on SageMaker

This course covers advanced topics related to deploying professional machine learning projects on SageMaker. Students will learn how to maximize output while decreasing costs. They will also learn how to deploy projects that can handle high traffic, how…

• Udacity
• 4 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Introduction to Amazon SageMaker

Learn to build, train, and deploy machine learning models with Amazon SageMaker in this 2-3 hour course offered by Amazon Web Services.

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

Amazon Web Services;  Amazon

AWS Foundations: How Amazon SageMaker Can Help

Learn to implement a machine learning pipeline using Amazon SageMaker in this 30-minute course by Amazon Web Services. Ideal for developers and data engineers.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Fundamentos de AWS: cómo puede ayudar Amazon SageMaker (Español LATAM) | AWS Foundations: How Amazon SageMaker Can Help (LATAM Spanish)

Learn to use Amazon SageMaker for ML workflows in a 30-minute AWS digital training in Spanish.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Introducción a Amazon SageMaker (Español LATAM) | Introduction to Amazon SageMaker (LATAM Spanish)

Learn to build, train, and deploy machine learning models with AWS SageMaker in Spanish (LATAM).

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Fondations AWS : comment Amazon SageMaker peut vous aider (Français) | AWS Foundations: How Amazon SageMaker Can Help (French)

Learn to streamline ML pipelines with Amazon SageMaker in a 30-minute AWS digital training in French.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

AWS Foundations: How Amazon SageMaker Can Help (Portuguese)

Learn to use Amazon SageMaker for ML pipelines in a 30-minute AWS digital training (in Portuguese with English narration).

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Introduction to Amazon SageMaker (Portuguese)

Learn to create, train, and deploy machine learning models with Amazon SageMaker in this short, introductory course by Amazon Web Services. Course in Portuguese.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

AWS Foundations: How Amazon SageMaker Can Help (Traditional Chinese)

Learn how Amazon SageMaker eases the implementation of machine learning pipelines in this 30-minute course by Amazon Web Services. Ideal for developers and data engineers.

• AWS Skill Builder
• On-Demand
• Free Certificate