Callum BallardinTowards Data ScienceWhat Even Is The Determinant?It’s so much more than just an arbitrary formula…Jun 18, 20201Jun 18, 20201
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 thinkJun 6, 202025Jun 6, 202025
Callum BallardinTowards Data SciencePS4 vs. XBone vs. Switch — Who Won The 8th Console Generation?Using Hypothesis Testing to decide once and for all…May 29, 20202May 29, 20202
Callum BallardinTowards Data ScienceMaking Matplotlib Beautiful By DefaultUse Seaborn to control Matplotlib defaults (and forget that shade of blue forever)May 22, 20205May 22, 20205
Callum BallardinTowards Data ScienceHow To Evaluate Unsupervised Learning ModelsJust how different are K-Pop and Classical, anyway?May 15, 20202May 15, 20202
Callum BallardinTowards Data ScienceGenerating Spotify Playlists With Unsupervised LearningCan AI tell its Daft Punks from its Drakes?May 8, 2020May 8, 2020
Callum BallardinTowards Data ScienceEurovision is Getting Less Cheesy, and We Can Prove It MathematicallyWith a little help from Spotify’s public APIApr 29, 2020Apr 29, 2020
Callum BallardinTowards Data ScienceHow Happy Is My Girlfriend?Let’s find out with Natural Language Processing…Apr 24, 20206Apr 24, 20206
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 PythonApr 16, 2020Apr 16, 2020
Callum BallardinTowards Data ScienceWhat To Do When Your Data Science Project FailsDon’t panic — more often than not, it can be turned aroundApr 9, 2020Apr 9, 2020