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

Amazon Web Services;  Amazon

Amazon SageMaker: Build an Object Detection Model Using Images Labeled with Ground Truth

Learn to build an object detection model using Amazon SageMaker and Ground Truth with this 70-minute course by Amazon Web Services. Ideal for developers and data scientists.

• AWS Skill Builder
• 1-2 hours
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Detect Anomalies in Game Transactions with ML and Sagemaker

Learn to detect anomalies in game transactions using ML with AWS. Ideal for game developers and data analysts. Less than 1 hour.

• AWS Skill Builder
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Introduction to Amazon SageMaker Neo

Learn to deploy machine learning models across multiple platforms with Amazon SageMaker Neo. This sub-1-hour course by Amazon Web Services covers model conversion, optimization, and use cases.

• AWS Skill Builder
• On-Demand
• Free Certificate

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

Introduction to Amazon SageMaker Ground Truth

Learn to use Amazon SageMaker Ground Truth for clean data labeling in machine learning datasets with this quick, under 1-hour course from Amazon Web Services.

• AWS Skill Builder
• 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

Build a Text Classification Model with AWS Glue and Amazon SageMaker

Learn to use AWS Glue and Amazon SageMaker to prepare data, train a text classification model, and deploy it, in less than an hour with Amazon Web Services.

• AWS Skill Builder
• On-Demand
• Free Certificate

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

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

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 (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