PinnedSougat DeyMulticollinearity Explained: Dealing with Correlated Variables in Regression AnalysisMost experts say this is one of a Data Science interview's most asked technical questions. Multicollinearity is one of the six assumptions…Jul 2Jul 2
PinnedSougat DeyLogistic Regression Explained: Maximum Likelihood Estimation (MLE)Logistic Regression is a classification algorithm for Statistical learning, like deciding if an email is a spam or not. It can be used for…Feb 8Feb 8
Sougat DeyEverything you need to know about Seaborn for Data VisualizationSeaborn is a powerful Python Data Visualization library that is built on top of Matplotlib. It offers a plethora of statistical graphs for…Aug 7, 2023Aug 7, 2023
Sougat DeyBuilding a Password Generator using PythonIt’s evident that the way making small real-life projects can solidify your learning in Python is unparalleled. The other day I was…Jun 1, 2023Jun 1, 2023
Sougat DeyNon-GUI-based Tic-tac-toe Game using Python OOPObject-oriented Programming is a concept that initially I found very hard to understand because I couldn’t find the proper use case. That’s…May 16, 2023May 16, 2023