Wealth management web app - Technical implementation
Here is a presentation of the wealth management app I have developed.
Visualize postal code areas of Finland in Python
Reading and visualizing Finland’s postal code data on a map in Python. Python has many great packages to work with geospatial such as geopandas.
Finland postal code data including boundary coordinates
Data for postal codes in Finland including area boundaries.
Machine learning in predictive maintenance
Machine learning in predictive maintenance. The two-part blog series provides insights for cost savings and an example script in Python.
PySpark execution logic and code optimization
The article goes through the PySpark execution logic and provides guidelines to optimize the speed and performance.
Spark + Python tutorial for data developers
A tutorial for parallel computation with Spark and Python. The example has been ran on AWS cloud computing platform.
Finnish stemming and lemmatization in python
I wrote to Solita's blog about text analytics with the headline "Finnish stemming and lemmatization in python". The post has code examples.
Should you start investing if a depression is coming? - Data analysis
Investing when a depression is coming. Is it bad moment to start investing to stock index that are usually seen as sage bets?
Django tutorial - For data oriented web developers
Python based Django web framework offers a great platform to create a data oriented web application for any size of needs.