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inference-statistic-analysis

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pawel-zajac-dev / Bayesian-Probability-Statistics-Machine-Learning

This project explores data analysis, blending core Probability Theory and Descriptive Statistics with Statistical Inference and Bayesian Machine Learning (Regression/Classification). It concludes with a comparative study of Frequentist vs. Bayesian A/B Testing.

statistics probability bayesian-methods confidence-intervals ab-testing bayesian-inference hypothesis-testing resampling-methods bayesian-linear-regression inference-statistic-analysis bayesian-naive

Updated Jul 6, 2026
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Predictive-data-modeling_multi-regression_Forecast-revenue-classes-bank

xfzhang-zoey / Predictive-data-modeling_multi-regression_Forecast-revenue-classes-bank

Target potential B2C bank market by forecasting probability distribution of their future revenue

dataviz exploratory-data-analysis machine-learning-algorithms eda performance-metrics probability-distribution predictive-modeling hypothesis hypothesis-testing anova performance-evaluation probability-theory probabilistic-models multiple-linear-regression seaborn-plots inference-statistic-analysis predictive-data-modeling

Updated Aug 27, 2022
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