Introduction SageMaker is one of the central services for data scientists. SageMaker took much attention over the last few years. While many data scientists are trying to learn more about it, developers of SageMaker are constantly working on new solutions and abilities to bring it to the SageMaker. …

Introduction Graphs have taken a lot of attention during the last years, from graph machine learning methods, including Graph Neural Networks, to Graph Databases. Even on Medium, people are posting graph articles more than before. One thing that I believe most data scientists underestimates is the power of graphs in visualization…

There are many scenarios in which bash scripts can be used to automate processes. Sometimes, I like to test things in Python. For instance, sometimes one of my colleagues asks me if something is possible in Python or how it is done. In those cases, I don’t want to create…

Introduction There are many times that you would prefer a custom docker image over what Sagemaker provides for you. People are using some tricks to install custom packages of their needs inside those default containers, but that is not clean nor reliable to do. Also, building a Docker image and pushing…

This post will make a short introduction and a little example on the framework Typer: A Python-based framework, easy to build rich CLI application. In my opinion, Typer is a lifesaver for two reasons: It uses FastAPI coding style, So I don’t need to learn new framework architecture. It uses…