PinnedPublished inTowards Data ScienceThe statistical analysis t-test explained for beginners and expertsThis article describes the t-test with the goal of being useful for both advanced and beginnersApr 11, 20206Apr 11, 20206
Coefficient of determination (R-Squared)The coefficient of determination (R²) is a number between 0 and 1 that measures how well a statistical model predicts an outcome. You can…Aug 18Aug 18
Multiprocessing in PythonIntroducing the main Python libraries to do multiprocessingMar 20, 2023Mar 20, 2023
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Published inTowards Data ScienceIntroduction to ML in ProductionDigging into the machine learning cycle: scoping, data, modeling, and deploymentSep 7, 2022Sep 7, 2022
Published inTowards Data ScienceCreating an ARIMA Model for Time Series ForecastingIntroducing and implementing the ARIMA model in the AirPassengers datasetJul 4, 2022Jul 4, 2022
Published inTowards Data ScienceTime-Series Forecasting Based on Trend and Seasonal componentsAnalyzing the trend and seasonality of the time-series to decompose the time-series and implement forecasting modelsJun 20, 2022Jun 20, 2022
Published inTowards Data ScienceChoose the appropriate normality testShapiro-Wilk test, Kolmogorov–Smirnov test, and D’Agostino-Pearson’s K² testJun 12, 2022Jun 12, 2022
Published inTowards Data ScienceLearn to differentiate these data rolesData Scientist, Data Analyst, Data Engineer, AI Researcher, ML Engineer, ML DevOps, and Business Analyst, among othersJun 5, 2022Jun 5, 2022
Published inTowards Data ScienceSix Plots to Analyze your Time Series dataImplementing boxplots, Fourier transform, entropy, autocorrelation, and PCA to analyze your time series data in PythonMay 17, 2022May 17, 2022
