Free data science workspaces
Google Colab, Databricks Community Edition, Visual Studio Code and Dcoker are some options to create a free data science workspace.
Tag: machine learning
Comparison of machine learning platforms in major clouds
Comparing the major machine learning platforms AWS SageMaker, Azure Machine Learning, Google Vertex AI and Databricks.
What is a machine learning platform?
What is a machine learning platform? Introducing different components such as workbench, MLOps tools and cloud computation.
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.
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.
DataCamp – Learn data science online
Experiences from DataCamp online training. Structured data science courses are easy to organize for yourself or a team.
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.
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.
Experiences from funding application classification by text analytics
Experiences from funding application classification by text analytics
Combining machine learning and business – Practical example
I give an example about machine learning use case in a format that should be understandable also for less technical people.
Sports betting tutorial – Can you make the living?
You can make the living by sports betting. The blog is not sponsored as I’m sharing my own experiences. Read the tutorial.