PinnedMahbub AlaminTowards Data ScienceEconometrics techniques for data scienceMethods, models, tools and business solutions·9 min read·Dec 21, 2020--5--5
PinnedMahbub AlaminTowards Data ScienceAvoid Overfitting with RegularizationL1 and L2 regularization in LASSO, Ridge & ElasticNet regression·6 min read·Dec 28, 2020--1--1
PinnedMahbub AlaminTowards Data ScienceProbability distribution: an intuition for data scientistsIntuition and use cases of Gaussian, Binomial and Poisson distribution·6 min read·Jan 5, 2021----
PinnedMahbub AlaminTowards Data ScienceLogistic Regression: From Statistical Concept to Machine LearningFrom simple intuition to complex model building process·6 min read·Jan 20, 2021----
PinnedMahbub AlaminTowards Data ScienceWorking with Python lists: a cheatsheetMethods, functions and use cases of Python lists·8 min read·Feb 5, 2021--2--2
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…·3 min read·Apr 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…1 min read·Apr 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…1 min read·Apr 8, 2023--1--1
Mahbub AlaminGeek CultureGeospatial Data Visualization with “matplotlib”Generating maps from raster data in Python programming·5 min read·Jan 14, 2023----
Mahbub AlaminTowards Data ScienceTime Series Analysis of Geospatial DataFrom geospatial information to a pandas dataframe for time series analysis·6 min read·Dec 29, 2022--2--2