Good Practices for Machine Learning on AWS
Good practices for machine learning on AWS.
Aws_mla
Security on AWS
A bref introduction of security, identity and compliance.
Management and Governance on AWS
Some of the key services and tools for management and governance on AWS include AWS CloudFormation, AWS Config, AWS CloudTrail, AWS Identity and Access Management (IAM), and AWS Organizations.
MLOps with AWS
A bref introduction of MLOps with AWS.
Application of Transformers
Application of transformers in AWS.
Bedrock
Bedrock in AWS.
Model Training, Tuning, and Evaluation
Sagemaker for machine learning.
AWS Managed AI Services
An overview of AWS managed AI services.
Data Processing
MLA data processing.
MLA Storage and Data Ingestion
An introduction to the Machine Learning Associated (MLA) storage and ingestion.