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: python
Python is a general purpose programming language used nowadays for cloud platform development, web services and data analytics.
Comparison of machine learning platforms in major clouds
Comparing the major machine learning platforms AWS SageMaker, Azure Machine Learning, Google Vertex AI and Databricks.
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.
DataCamp – Learn data science online
Experiences from DataCamp online training. Structured data science courses are easy to organize for yourself or a team.
PySpark execution logic and code optimization
The article goes through the PySpark execution logic and provides guidelines to optimize the speed and performance.
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.
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?
Csv headers to list using Python
Python code to automatically list header fields of multiple CSV files. The original use case was related to data warehouse documentation.
Django tutorial – For data oriented web developers
Django is a web framework for Python programming language which in practise means well designed folder structure and pre-made class modules for most common functionalities in […]