CS 3130/ECE 3530 Engineering Probability and Statistics - Lectures

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Lecture Schedule

The lecture slides will be released before the class. Reading materails are based on the book A Modern Introduction to Probability and Statistics Understanding Why and How [Online].

 

Date Topic Reading Materials Assignment
Tue 1.07 Introduction [Video] Ch1
Thu 1.09 Basic Probability: Sets, Sample Spaces, Events [Video] Ch1
Quiz0 out
Tue 1.14Probability, Conditional Probability [Video]Ch2
HW1 out
Thu 1.16Independence [Video]Ch2
Quiz1 out
Tue 1.21Total Probability [Video]Ch3
Quiz2 out
Thu 1.23Bayes' Rule [Video]Ch3
Tue 1.28Discrete Random Variable [Video]Ch4
HW2 out
Thu 1.30PMF, CDF [Video]Ch4
Quiz3 out
Tue 2.05Bernoulli, Binomial, Geometry Dist [Video]Ch4
Quiz4 out
Thu 2.07Continuous Random Variables [Video]Ch5
Tue 2.11PDF,CDF[Video]Ch5
HW3 Released
Thu 2.14Uniform, Exponential, Gaussian, Pareto [Video]Ch5
Quiz 5 out
Tue 2.18
Class Cancelled
Thu 2.20
Class Cancelled
Tue 2.25Expectation [Video]Ch7
Quiz 6 out
Thu 2.27Variance[Video]Ch7
Tue 3.4Joint Probability Discrete RVs [Video]Ch9
HW4 Released
Thu 3.6Conditional Probability Discrete RVs [Video] Ch9
Quiz 7 out
Tue 3.11
Spring Break
Thu 3.13
Spring Break
Thu 3.18Joint Probability Continuous RVs [Video] Ch9
Quiz 8 out
Thu 3.20Marginal, Conditional PDF, Expectation [Video] Ch9
Tue 3.25Covariance [Video]Ch10
HW5 Released
Thu 3.27Correlation Coefficients, Bivariate Gaussian [Video] Ch10
Tue 4.01Intro to Statistics [Video] Ch15-17
Thu 4.03Central Limit Theory | Estimation [Video] Ch15-17
Tue 4.08 Bias | Confidence Intervals [Video] Ch15-17, Ch23
HW6 Released
Tue 4.10 Confidence Intervals [Video] Ch23
Quiz 9 out
Tue 4.15 Confidence Intervals| Hypothesis Testing [video] Ch23
Thu 4.17 Hypothesis Testing [Video] Ch23
Tue 4.22 Final Review [Video] Ch23