Archive: iot data

Koneoppimisen hyödyntäminen ennakoivassa huollossa. Kaksiosaisessa sarjassa asiaa kustannusäästöistä ja esimerkki Python-kielellä.

29.10.202027.10.2020Data Science

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.

Clustering time series data with SQL. The purpose is to prove that doing data science doesn't always require fancy tools. Examples in this repository might be helpful, if you must use SQL instead of proper data science tools such as python. Thus this repository is not a comprehensive guide for time series data clustering. Even though clustering is often connected to machine learning, this showcase relies only on logical decision making. I have focused on IoT related data in the field of predictive maintenance.

10.11.201910.11.2019Data Science

Clustering data using SQL – An example with industrial IoT data

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

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

01.11.201730.05.2019Data Science

Maximizing uptime in Hiab hackathon

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

Data science, business intelligence and big data. The definitions in vocabulary.

26.08.201602.06.2019Data Science

Data science and business intelligence – Definitions

It’s easy to spot these hype terms like data science, big data in LinkedIn or exhibition posters. I summarized the definitions of most frequently used […]