Amazon Web Services
Amazon EC2 Spot Instances
Learn to optimize AWS EC2 Spot Instances for cost-effective, scalable cloud computing. Explore automatic scaling, instance flexibility, and integration with various AWS services for efficient workload management.
YouTube4 hours 30 minutesSelf-pacedFree video
Toronto Machine Learning Series (TMLS)
Serverless for Machine Learning Pipelines
Explore serverless architecture for ML/DL deployment, utilizing AWS services to organize scalable and affordable deep learning workflows for efficient model training and operationalization.
YouTube38 minutesSelf-pacedFree video
Platform Engineering
Building Scalable End-to-End Deep Learning Pipelines in the Cloud
Explore serverless deep learning on AWS using Batch, Fargate, SageMaker, Lambda, and Step Functions to create scalable, cost-effective pipelines for efficient model development and deployment.
YouTube15 minutesSelf-pacedFree video