CLOUD LABS
Training Machine Learning Model in Parallel Using AWS Batch
In this Cloud Lab, you’ll learn how to leverage AWS Batch to train machine learning models, overcoming challenges posed by large datasets and memory limitations.
11 Tasks
intermediate
2hr
Certificate of Completion
Desktop OnlyDevice is not compatible.
No Setup Required
Amazon Web Services
Learning Objectives
A thorough understanding of AWS Batch and its application in parallel processing
Hands-on experience training machine learning models on AWS Batch
An understanding of batch computing and parallelization of computing workload
Hands-on experience creating AWS Batch environment for various batch computing tasks
Working knowledge of storing the Docker image in ECR and building it using EC2
Technologies
AWS
S3
EC2
ECR
AWS Batch
Desktop Only
No Setup Required
Amazon Web Services
Labs Rules Apply
Stay within resource usage requirements.
Do not engage in cryptocurrency mining.
Do not engage in or encourage activity that is illegal.