PinnedMahbub AlaminTowards Data ScienceEconometrics techniques for data scienceMethods, models, tools and business solutionsDec 21, 20205Dec 21, 20205
PinnedMahbub AlaminTowards Data ScienceAvoid Overfitting with RegularizationL1 and L2 regularization in LASSO, Ridge & ElasticNet regressionDec 28, 20201Dec 28, 20201
PinnedMahbub AlaminTowards Data ScienceProbability distribution: an intuition for data scientistsIntuition and use cases of Gaussian, Binomial and Poisson distributionJan 5, 2021Jan 5, 2021
PinnedMahbub AlaminTowards Data ScienceLogistic Regression: From Statistical Concept to Machine LearningFrom simple intuition to complex model building processJan 20, 2021Jan 20, 2021
PinnedMahbub AlaminTowards Data ScienceWorking with Python lists: a cheatsheetMethods, functions and use cases of Python listsFeb 5, 20212Feb 5, 20212
Mahbub AlaminData Science DailySQL-style joins using PandasIf you learned SQL you know that joining two or more tables is one of the delicate tasks you’ll do on a daily basis because of how…Apr 12, 2023Apr 12, 2023
Mahbub AlaminEndas AnalyticsChina’s growing energy consumptionGlobal energy consumption in 2021 was 163k terawatt-hours (TWh), of which 43k TWh was for China alone. The primary energy consumption in…Apr 11, 2023Apr 11, 2023
Mahbub AlaminEndas AnalyticsGlobal per capita energy useGlobal energy consumption — used in cooking, heating, transportation and other industrial activities — has always been steadily increasing…Apr 8, 20231Apr 8, 20231
Mahbub AlaminGeek CultureGeospatial Data Visualization with “matplotlib”Generating maps from raster data in Python programmingJan 14, 2023Jan 14, 2023
Mahbub AlaminTowards Data ScienceTime Series Analysis of Geospatial DataFrom geospatial information to a pandas dataframe for time series analysisDec 29, 20222Dec 29, 20222
