Go beyond the fundamentals of machine learning and join creator & host Tyler Renelle as he covers intuition, models, math, languages, frameworks, and more. Machine Learning Guide is an audio course that boasts millions of downloads and has helped a ton of aspiring engineers learn the ropes when it comes to these rapidly evolving technologies.
AWS development environments for local and cloud deployment can differ significantly, leading to extra complexity and setup during cloud migration. By developing directly within AWS environments, using tools such as Lambda, Cloud9, SageMaker Studio, client VPN connections, or LocalStack, developers can streamline transitions to production and leverage AWS-managed services from the start. This episode outlines three primary strategies for treating AWS as your development environment, details the benefits and tradeoffs of each, and explains the role of infrastructure-as-code tools such as Terraform and CDK in maintaining replicable, trackable cloud infrastructure.
DEPT® Podcasts © 2025