Archive: python

Running Flask frontend and backend in Kubernetes

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

I found an undocumented product_id parameter in Pipedrive API to attach products to deals. The issue is reported to Pipedrive dev team.

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

Comparing the major machine learning platforms AWS SageMaker, Azure Machine Learning, Google Vertex AI and Databricks.

Machine learning in predictive maintenance. The two-part blog series provides insights for cost savings and an example script in Python.

Experiences from DataCamp online training. Structured data science courses are easy to organize for yourself or a team.

The article goes through the PySpark execution logic and provides guidelines to optimize the speed and performance.

Clustering time series data with SQL – Nice 3D visualization using simple logic. Python notebook example in GitHub with industrial data.

A tutorial for parallel computation with Spark and Python. The example has been ran on AWS cloud computing platform.

I wrote to Solita’s blog about text analytics with the headline “Finnish stemming and lemmatization in python”. The post has code examples.

Investing when a depression is coming. Is it bad moment to start investing to stock index that are usually seen as sage bets?

Python code to automatically list header fields of multiple CSV files. The original use case was related to data warehouse documentation.

Python based Django web framework offers a great platform to create a data oriented web application for any size of needs.