A Step-by-Step Guide to Decision Trees in RUnlocking Insights with the Iris DatasetDec 15, 2024Dec 15, 2024
Great Free Resources to Start your Data Science StudiesSome courses and websites that have helped me on my journey over the past two yearsJan 16, 2022Jan 16, 2022
Published inTDS ArchiveBoost your Data Analysis with PandasEverything you need to know about Pandas to start increasing your productivity with code examplesAug 23, 20212Aug 23, 20212
Published inTDS ArchiveStatistics #04 — Introduction to ProbabilityBasic concepts such as Union, Intersection, and Conditional Probabilities, as well as Visualization with Venn Diagrams and Probability…Aug 11, 2021Aug 11, 2021
Published inTDS ArchiveStatistics #03 — Standard Deviation and VarianceMeasuring Data Variability with a few codes in PythonJul 28, 20211Jul 28, 20211
Published inTDS ArchiveStatistics #02 — Measuring and Visualizing the Spread of DataWith concepts of Range, Quartiles, and how to build Box Plots with PythonJul 19, 2021Jul 19, 2021
Published inTDS ArchiveStatistics #01 — Mean, Median, and ModeUnderstanding the three most common measures of central tendencyJul 13, 2021Jul 13, 2021
Published inTDS ArchiveHow to get started on Kaggle CompetitionsStep by step guide on how to structure your first Data Science projects on KaggleNov 11, 2020Nov 11, 2020
Published inTDS ArchiveCredit Risk Analysis with Machine LearningPredicting the risk of client default using XGBoost, LightGBM and CatBoostOct 13, 20204Oct 13, 20204
Published inTDS ArchiveChurn Prediction with Machine LearningBuilding churn prediction models with SVC, Logistic Regression and XGBoostSep 2, 2020Sep 2, 2020