PinnedP-value vs. T-value: what’s the difference?A post that explains the difference between p-value and t-value, with examples in Python using catsJul 17, 20226Jul 17, 20226
PinnedPearson vs. Spearman Correlation: What’s the difference?A practical guide on their difference, with examples!Sep 6, 20212Sep 6, 20212
Notes on applying GenAI at an energy & utility company in 2024TL’DR: Cautiously optimistic on using GenAI at traditional industries.Oct 31Oct 31
Letters to Young Data ScientistsI’ve worked in Data Science for some time. Here’s a list of things I wish I knew when I was a junior Data Scientist.Apr 19Apr 19
Data Scientist, Machine Learning Engineer & Data Analyst: What’s the difference?Introducing some of the popular roles in Data, and what their work involves with examples using cats 😺Jan 17Jan 17
Modelling Customer Churn and Click-Through Rate with Simple StatsLearn to model the probability of an event happening, whether it’s for work or for dating 😊Mar 5, 2023Mar 5, 2023
How to Handle Imbalanced Datasets for Machine Learning in PythonA hands-on guide on what imbalanced datasets are, why they’re bad for ML and how to combat them for ML. With code examples in PythonDec 14, 2022Dec 14, 2022
What’s the probability of running into someone by chance in London?Learn to use the Binomial distribution to model real life events, with worked examples in Python 💻Jun 22, 20221Jun 22, 20221
Bernoulli vs. Binomial Distribution: What’s the difference?Learn whether to use Bernoulli or Binomial distribution to model discrete events, with coding examples in Python.Jun 14, 20222Jun 14, 20222
Linear, Exponential vs. Quadratic Functions: What’s the difference?A guide on 3 common algebra functions used in data science and data analysis, with worked examples using cats 😺May 15, 20221May 15, 20221
