Business / Business Analysis
Advanced statistical foundations for data analysis
This course revisits statistical theory from an advanced, applied perspective. Learners will deepen their understanding of probabilistic modeling, inference, and high-dimensional statistical thinking necessary for complex analytical systems.
Course Duration :
2-6 hours
Content Providers :
Word Wise
Course content
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Measure Theory Refresher for Data Science
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Conditional Expectation & Martingales
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Convergence Concepts (Almost Sure, In Probability, In Distribution)
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Asymptotic Theory
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Prior Design & Regularization
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MCMC Diagnostics
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