Bhanu KiranEvaluating Model PerformanceFinally, you built your model, maybe one or two or a couple and you want to compare them and see which one is the best, but your metric is…Feb 23, 2023Feb 23, 2023
Bhanu KiranThis Library Changes EDA ForeverThat’s right, this library is gold for every person doing EDA of general data quality analysis.Feb 10, 2023Feb 10, 2023
Bhanu KiranPrincipal Component Analysis, But Why?If you are reading this blog, I’m sure you are aware of Exploratory Data Analysis or EDA. If not, then in simple words, it’s an approach…Jan 10, 2023Jan 10, 2023
Bhanu Kirank-NN — Love thy neighborThis probably might be one of my shortest blogs ever. Something so short might not seem credible, or it does feel like some information is…Jan 9, 2023Jan 9, 2023
Bhanu KiranSupport Vector Machines — What Are They?Are they really machines? What are these SVMs people keep talking about? SVMs are quite the popular models out there, and are heavily…Jan 8, 2023Jan 8, 2023
Bhanu KiranGetting started with Neural Networks: For dummiesHere’s the thing about Neural Networks a.k.a NN, it is a stone for a lot of up-and-coming development within ML. It might seem extremely…Jan 7, 2023Jan 7, 2023
Bhanu KiranTree Algorithms: Decision TreesOne of the most popular models out there is decision trees or just “trees” used for classification and regression. But what is a tree…Apr 28, 2022Apr 28, 2022
Bhanu KiranClustering Analysis: Hierarchical ClusteringSo you have data, you have gone ahead and performed your EDA, data cleansing, etc, but you realize your data does not have a target…Mar 16, 2022Mar 16, 2022
Bhanu KiranLinear Regression, an in-depth view.The connection between data science and statistics is stronger when it comes to prediction. What predictions you may ask? So I’ll jump…Mar 5, 2022Mar 5, 2022