Archive - Data & AI on AWS and how you tame it

Amazon SageMaker on your AWS diagram might oversimplify things

Unless your narrative is right.

Mar 9 •

February 2024

Are users of your GenAI application aware of its intended uses and limitations?

If not, they will get angry quickly.

Feb 24 •

January 2024

What's the difference between EC2 vs Lambda, for a web developer?

What I wish someone told me when I worked as Java Developer and listened about AWS Lambda in 2017.

Jan 28 •

September 2023

A primer on Amazon SageMaker pricing

Two well-known facts that may not be that well-known

Sep 26, 2023 •

June 2023

What SageMaker JumpStart is and should you even care

SageMaker JumpStart is getting a lot of traction lately. Is it a separate service? An API? A GUI? A SDK?

Jun 18, 2023 •

May 2023

Explaining remote function, the newest SageMaker SDK functionality

One decorator is all we need?

May 15, 2023 •

April 2023

Looking back on Q1 2023 - what has changed in Amazon SageMaker over the last few months?

Not much it seems.

Apr 8, 2023 •

March 2023

LangChain - the Guide of LLMs

An astonishingly popular new library - what is it and what problem does it solve?

Mar 26, 2023 •

February 2023

Amazon SageMaker with Amazon S3?

An important relationship enabling SageMaker's modularity.

Feb 25, 2023 •

The modularity of Amazon SageMaker

or how you can slowly change services and migrate away if necessary.

Feb 15, 2023 •

What is SageMaker Processing, SageMaker Training and SageMaker Inference?

Why "just using ECS instead" is not always a good idea?

Feb 9, 2023 •

Amazon SageMaker is not only a Jupyter notebook

An important thing to keep in mind when you're at the beginning of your SageMaker journey.

Feb 8, 2023 •

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