LATEST BLOG POSTS

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

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.

How to fool a web service about your actual location? In an experiment I pretended being in Ireland while traveling in Sweden.

Faking your geographical location to a web service – A hobby project

How to fool a web service about your actual location? In an experiment I pretended being in Ireland while traveling in Sweden.

Difference between Data Science and Data Engineering 1. Data platform built by a Data Engineer 2. Predictions and recommendations developed by a Data Scientist

Difference between data scientist and data engineer roles

In my opinion the big difference is that a data scientist focuses more on business problems while data engineer solves technical problems.

Review about DataCamp data science courses. Read the review about the online training and get familiar with pricing and service offering.

DataCamp – Learn data science online

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

Databox demo with an interactive report embedded on to an web page. Combine data from multiple sources and share easily with Databox.

Databox for enterprise reporting – Review and demo

Databox enables elegant reports in a SaaS interface to be shared and published both internally and outside the organization.

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

PySpark execution logic and code optimization

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

Pipedrive Essential and Advanced comparison of pricing and features. When to choose Pipedrive Advanced or Essential for your company.

Pipedrive Essential vs Advanced – Comparison of features and pricing on 2020

Pipedrive Essential and Advanced are by far the most popular plans among my customers. A comparison of different subscriptions.

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.

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.

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