An overview of Gradient Descent

Using the {sunburstR} package to visualize nested data.

An overview of statistical Hypothesis Testing, Estimation and Bayesian Inference

Learning Statistics and Probability Concepts through Code Snippets

Gaining an intuition for probability using Python

A collection of inspiration for my own projects

Building tools to describe a data and find relationships

Demonstrating the importance of not (just) trusting summary statistics

Building tools for working with vectors and matrices from scratch

Combining for-loops, list comprehensions and data frames

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