PinnedIndrani BanerjeeinCodeXImbalanced Data: is it all bad?Working with data often means having to make do with what you’re given. More often than not, that means unclean data, imbalanced data, and…Feb 3, 20231Feb 3, 20231
Indrani BanerjeeAcing Data Science Behavioural Interviews: what I’ve learnt so far.Whether you’re currently in the early years of thinking about your career, in university getting ready to leave the nurturing arms of…Feb 10, 2023Feb 10, 2023
Indrani BanerjeeRefreshment and ResolutionsMy family has always been into New Year’s resolutions. My mother had the belief that the first day of the year, whether it’s the 1st of…Jan 17, 2023Jan 17, 2023
Indrani BanerjeeinCodeXNatural Language Processing: Cleaning up TweetsTwitter has been dominating the news recently, so I thought I’d take this opportunity to write about my first stab at a natural language…Dec 4, 20221Dec 4, 20221
Indrani BanerjeeinCodeXJudgement Day: Evaluating Classification ModelsI remember an episode on Banana Data where the hosts were discussing AI written jokes and discussing what was then the beginning of Gmail’s…Nov 27, 2022Nov 27, 2022
Indrani BanerjeeinCodeXA Binary Classification Problem: Breast Cancer TumoursFor my first capstone project as part of my bootcamp with Springboard, I decided to have a go at developing a machine learning model with…Nov 13, 2022Nov 13, 2022
Indrani BanerjeeinCodeXNot So Simple Linear Regression: Multiple Linear RegressionSimple linear regression is great when we’re interested in how one independent variable affects the dependent variable, but what do we do…Nov 6, 2022Nov 6, 2022
Indrani BanerjeeinCodeXLinear Regression: Pythonic Approaches to Simple Linear RegressionAs I’ve mentioned before, I’m a big fan of Data Camp courses for learning, keeping up, and testing my knowledge. However, one of the things…Oct 29, 2022Oct 29, 2022
Indrani BanerjeeLinear Regression: An IntroductionMany of us are taught about regression in the early days of secondary school science courses as part of ‘lines of best fit’. Somewhere…Oct 22, 20222Oct 22, 20222
Indrani BanerjeeMy experience with Springboard’s Data Science Career Track BootcampI had a great full-time job, but I found myself trying to squeeze in an hour here and there every day for learning more and more about data…Oct 14, 2022Oct 14, 2022