solita

9 February 2020 1 min Data science

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

7 October 2019 2 min Data science

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

1 September 2019 1 min Data science

AWS Glue service works especially well for big data batch processing. Read the full post from data.solita.fi.

15 July 2019 1 min Excel

Excel Power Map is designed to visualize spatial data. Watch the demo video about visualizing annual asylum seeker data.

23 June 2019 1 min Data science

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

9 May 2019 4 min Self improvement

Blogging about professional topics is an excellent way to increase visibility for yourself and your company. Read the tips and experiences!

27 January 2019 1 min Data science

Experiences from funding application classification by text analytics

15 May 2018 1 min Data science

I give an example about machine learning use case in a format that should be understandable also for less technical people.

1 November 2017 1 min Data science

Read about Solita team's solution in a hackathon organized by Hiab. The task was to take advantage of data to maximize machine uptime.