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
Retrieval-Augmented Generation (RAG) in GCPAs the capabilities of large language models (LLMs) continue to grow, one of the biggest challenges remains ensuring their responses are…Dec 28, 2024Dec 28, 2024
Meeting Detox: What’s worth your time?In the bustling landscape of modern corporations, meetings have become an inescapable part of the workday. While they can serve as powerful…Nov 10, 2024Nov 10, 2024
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 18, 2024Aug 18, 2024
Multiprocessing in PythonIntroducing the main Python libraries to do multiprocessingMar 20, 2023Mar 20, 2023
Published inTowards Data ScienceModel Evaluation in Time Series ForecastingIntroducing backtesting for time series using the Skforecast libraryMar 5, 20231Mar 5, 20231
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
