There are lots of Python packages available on the internet. The aim of this post is to give you an overview of scientifically oriented Python packages, sorted per topic. The list will be updated regularly. If you have any recommendations, feel free to give your addition in the comments!Read more · 8 minutes
In this course, you will learn how to use the Python Pandas. After the course, you will be able to:
- Load and transform your data
- Visualizing data using line plots, scatter plots and histograms
- Merging and storing data
The course also includes more advanced topics, such as data parallelization and aggregation.(more…) Read more
In this article, we will try to win a (fictive) lottery called Win-Win. In fact, you will learn how to do a MAP (maximum a posteriori) estimation on a Bernoulli distribution. Don’t worry if you don’t know all these words, everything will be explained. If you already know some of the terms, then you can skip these parts. (more…)Read more · 13 minutes
The series “Data Mining with Python on Medical Datasets for Data Mining” is a series in which several data mining techniques are highlighted. The series are written in collaboration with John Snow Labs which provided me the medical datasets. In this article basic Text Mining techniques will be highlighted and some of the results are presented.
By the way, if you are interested in Deep Learning you should definitely read this article on implementing a GRU in Python using Tensorflow.Read more · 16 minutes
Suppose that we have a probability density function (PDF) that is impossible to analyze analytically. How can we ever draw samples from this PDF? Luckily, there are many techniques out there and this time I will highlight rejection sampling. A simple to implement (but not always effective) sampling method.
By the way, you should definitely read this article on curve fitting in MATLAB.Read more · 14 minutes
There are many free blog platforms available on the internet. Often, these platforms have many rules for their users. To become independent, you have to setup your own blog. In this tutorial, I will guide you through the process of setting up your own WordPress blog in 20 minutes.Read more · 9 minutes