Course Info
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Course Category
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Computer Science/Information Technology
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Course Level
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Graduate
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Credit Hours
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3
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Pre-requisites
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MTH101, MTH301, MTH401, STA301
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Instructor
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Dr. Muhammad Akmal Butt
Ph.D
Georgia Institute of Technology, USA
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Course Contents
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Introduction, Set Theory, Number Theory, Relations, Functions, Axioms of Probability Theory, Conditional Probability, Bayes’ Rule, Random Variables, Density Functions, Conditional Density Function, Uniform, Exponential & Gaussian Density Function, Expected Values, Moments, Joint Density, Marginal Density Function, Transformation of Random Variables, Conditional Expectations, Vectors and Sequence of Random Variables, Convergence of Sequences of Random Variables.
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