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An overview of two clustering techniques and comparing the results
14 min read -
A conceptual explanation of PCA and a step-by-step walkthrough of the math behind it. Visualization…
18 min read -
Using the confusion matrix to evaluate the performance of a binary classifier. How to calculate…
5 min read -
Identifying and understanding type I error, type II error, and power using the confusion matrix.
6 min read -
The lapply, sapply, apply, and tapply functions
6 min read -
Practical examples of using apply-functions.
4 min read -
Get a better intuition and understanding of how nested for-loops work and how they can…
10 min read -
Analyzing future population growth with basic built-in Python functions
6 min read -
PxWeb is a web API and a web tool for disseminating data from National Statistical…
5 min read -
Avoid these when interpreting and reporting your results
6 min read
