21AI41 Dayananda Sagar University • CSE — Artificial Intelligence & Machine Learning (Semester 4)

Probability and Statistics for Data Science

💡 DSU Exam Strategy & Guidance

Probability Distributions (Binomial, Poisson, Normal), Central Limit Theorem, Hypothesis Testing (t-test, z-test, Chi-Square), and Covariance/Correlation matrices.

High-Yield Passing Strategy: Solve hypothesis testing numericals step-by-step: Null hypothesis, Critical value, Test statistic, Conclusion.

Most Repeated Question Topics:

Hypothesis Testing (t-test and z-test)Normal Distribution & Z-Score CalculationsBayes Theorem Applications in Machine LearningChi-Square Goodness of Fit Test

📄 Previous Year Question Papers (1)

END_SEM • 2024

End Semester Exam 2024

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