Posts

Gradient Descent -- Data Science from Scratch (ch8)

An overview of Gradient Descent
Dec 22, 2020 9 min read

BBC Women of 2020

Using the {sunburstR} package to visualize nested data.
Last updated on Dec 17, 2020 4 min read

Data Science from Scratch (ch7) - Hypothesis and Inference

An overview of statistical Hypothesis Testing, Estimation and Bayesian Inference
Dec 15, 2020 15 min read

Statistics & Probability in Code

Learning Statistics and Probability Concepts through Code Snippets
Dec 9, 2020 6 min read

Data Science from Scratch (ch6) - Probability

Gaining an intuition for probability using Python
Nov 22, 2020 25 min read

End-to-End Projects

A collection of inspiration for my own projects
Last updated on Nov 25, 2020 4 min read

Data Science from Scratch (ch5) - Statistics

Building tools to describe a data and find relationships
Nov 19, 2020 11 min read

Going beyond summary statistics

Demonstrating the importance of not (just) trusting summary statistics
Last updated on Nov 16, 2020 10 min read

Data Science from Scratch (ch4) - Linear Algebra

Building tools for working with vectors and matrices from scratch
Nov 10, 2020 9 min read

Supplementing lists with data frames

Combining for-loops, list comprehensions and data frames
Nov 7, 2020 7 min read