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Learn about data science in real life and machine learning in production

Doing web without JavaScript, HTML nor CSS for data science

Sep 18, 2020 I've recently played with a tool named *Streamlit*. I wanted to share this experience with you. ...

Different ways to do data versioning

Sep 15, 2020 I have experienced two ways of doing data versioning and would like to share it with you. ...

Do data scientists act crazy?

Aug 28, 2020 I used to be a web back-end developer. The first time, I saw code from a data scientist, I was shocked. For me it was a mess. The quality was poor in comparison of what I was used to doing in software development. There was almost no test. I was unpleasantly surprised to see that sometimes there was no versioning system. ...

Is meritocracy possible? Is meritocracy acceptable? Answers from the book 'The rise of the meritocracy'

Aug 27, 2020 Some times ago, I read a book about Agile. I found this reading inspiring. However, an idea struck me some teams prefer hierarchy and some others meritocracy. ...

Getting started with MLeap and Scikit-Learn

May 27, 2020 MLeap, a library to serialize your model. ...

How do I test with Apache Spark?

Jul 30, 2019 If you are wondering how you can test with Apache Spark. Or if you are curious about how other projects deal with tests, this article is for you. I will show examples in Scala with Specs2 but the global idea can work with any language or framework test. ...