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Computer engineering (Academic Year 2023/2024) - Sistemi Intelligenti

Probability and Statistics



Video professors: Eleni Tsolaki - University of Crete (Heraklion/Crete - Greece)

Videolesson

Lesson n. 1: Introduction Go to this lesson Eleni Tsolaki
Lesson n. 2: Sample Space and Events Go to this lesson Eleni Tsolaki
Lesson n. 3: Set Theory and Operations Go to this lesson Eleni Tsolaki
Lesson n. 4: Definition of Probability Go to this lesson Eleni Tsolaki
Lesson n. 5: Counting Techniques Go to this lesson Eleni Tsolaki
Lesson n. 6: Conditional Probability Go to this lesson Eleni Tsolaki
Lesson n. 7: Independence and Bayes Theorem Go to this lesson Eleni Tsolaki
Lesson n. 8: Discrete Random Variables Go to this lesson Eleni Tsolaki
Lesson n. 9: Continuous Random Variables Go to this lesson Eleni Tsolaki
Lesson n. 10: Cumulative Distribution Function Go to this lesson Eleni Tsolaki
Lesson n. 11: Expectation and Variance Go to this lesson Eleni Tsolaki
Lesson n. 12: Joint Probability Function Go to this lesson Eleni Tsolaki
Lesson n. 13: Conditional Probability Function Go to this lesson Eleni Tsolaki
Lesson n. 14: Conditional Expectation Go to this lesson Eleni Tsolaki
Lesson n. 15: Some Discrete Distributions Go to this lesson Eleni Tsolaki
Lesson n. 16: Some Continuous Distributions Go to this lesson Eleni Tsolaki
Lesson n. 17: Graphical Methods for Describing Go to this lesson Eleni Tsolaki
Lesson n. 18: Describing Data with Numbers Go to this lesson Eleni Tsolaki
Lesson n. 19: Statistical Inference Go to this lesson Eleni Tsolaki
Lesson n. 20: Confidence Intervals for One Sample Go to this lesson Eleni Tsolaki
Lesson n. 21: Confidence Intervals for Two Samples Go to this lesson Eleni Tsolaki
Lesson n. 22: Hypothesis Testing - One Sample Go to this lesson Eleni Tsolaki
Lesson n. 23: Hypothesis Testing - Two Samples Go to this lesson Eleni Tsolaki
Lesson n. 24: Linear Regression Go to this lesson Eleni Tsolaki
Lesson n. 25: Regression Assumptions Go to this lesson Eleni Tsolaki