Data Blogger Courses

Mastering Pandas

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.

You can see all course content under “Curriculum” on Data Blogger Courses and the first three lessons are free. The first free lesson can be found here.

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Data Mining with Python on Medical Datasets for Data Mining

Medical

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.

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Read more · 16 minutes

The Mathematics Behind: Rejection Sampling

End result.

Suppose that we have a probability density function (PDF) f(x) 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.

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Read more · 14 minutes