docker

Wealth management web app - Technical implementation

15 July 2023 5 min Data science

Here is a presentation of the wealth management app I have developed.

Go web server in Docker deployed to Google Cloud Run

6 May 2023 3 min Software

I created a web server with Go language and deployed it Google Cloud Run inside a Docker container.

Saturn Cloud - Data science workspace with Dask cluster

20 March 2023 2 min Data science

Saturn Cloud is a greate choice for data science teams who want to maximize flexibility of their environment. Integrated parallel processing with Dask differentiates it from the competitors. With open source tools teams can design a workflows that fit best to their specific needs.

MLOps in Google Cloud

11 January 2023 8 min Data science

Google Cloud Platform has excellent toolset to operationalize and productionize machine learning models.

Running Flask frontend and backend in Kubernetes

28 May 2022 7 min Data science

Kubernetes have been everywhere lately. Especially in the context of MLOps. I gave it a try by creating web app with Python Flask.

Free data science workspaces

25 December 2021 4 min Data science

Google Colab, Databricks Community Edition, Visual Studio Code and Dcoker are some options to create a free data science workspace.

Comparison of machine learning platforms in major clouds

27 November 2021 10 min Data science