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…4 min read·Feb 3, 2023--1--1
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…7 min read·Feb 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…6 min read·Jan 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…10 min read·Dec 4, 2022--1--1
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…7 min read·Nov 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…15 min read·Nov 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…6 min read·Nov 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…7 min read·Oct 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…8 min read·Oct 22, 2022--2--2
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…5 min read·Oct 14, 2022----