Callum BallardinTowards Data ScienceWhat Even Is The Determinant?It’s so much more than just an arbitrary formula…·7 min read·Jun 18, 2020--1--1
Callum BallardinTowards Data ScienceWhy is Linear Algebra Taught So Badly?Linear algebra is one of the cornerstones of machine learning. It’s more intuitive than you might think·8 min read·Jun 6, 2020--25--25
Callum BallardinTowards Data SciencePS4 vs. XBone vs. Switch — Who Won The 8th Console Generation?Using Hypothesis Testing to decide once and for all…·9 min read·May 29, 2020--2--2
Callum BallardinTowards Data ScienceMaking Matplotlib Beautiful By DefaultUse Seaborn to control Matplotlib defaults (and forget that shade of blue forever)·7 min read·May 22, 2020--5--5
Callum BallardinTowards Data ScienceHow To Evaluate Unsupervised Learning ModelsJust how different are K-Pop and Classical, anyway?·7 min read·May 15, 2020--2--2
Callum BallardinTowards Data ScienceGenerating Spotify Playlists With Unsupervised LearningCan AI tell its Daft Punks from its Drakes?·6 min read·May 8, 2020----
Callum BallardinTowards Data ScienceEurovision is Getting Less Cheesy, and We Can Prove It MathematicallyWith a little help from Spotify’s public API·8 min read·Apr 29, 2020----
Callum BallardinTowards Data ScienceHow Happy Is My Girlfriend?Let’s find out with Natural Language Processing…·9 min read·Apr 24, 2020--6--6
Callum BallardinTowards Data ScienceWhat 5 Years of a Relationship’s Messages Look LikeOr, some cool ways to deal with time series data (and emojis) in Python·8 min read·Apr 16, 2020----
Callum BallardinTowards Data ScienceWhat To Do When Your Data Science Project FailsDon’t panic — more often than not, it can be turned around·10 min read·Apr 9, 2020----