Course Description :
Introduction, Axioms of Probability, Random Variables,Probability Distributions and Density Functions, Function of a Random Variable, Mean and Variance, Function of Two Random Variables, Correlation Covariance, Correlation Matrices and their Properties, Thebycheff Inquality and Estimation, Central Limit Theorem, Ergodic Processes, Linear Mean Square Estimation - Wiener,Adaptive Filtering - LMS Algorithm.
Other Resources :
Other Mathematics Courses
- Algebra 2 by Other
- Computational Science and Engineering I by MIT
- Differential Equations by MIT
- Miscellaneous Mathematics by Other
- A Basic Course in Real Analysis by IIT Kharagpur
- Differential equations III by Other
- Discrete Structures by IIT Madras
- Regression Analysis by IIT Kharagpur
- Multivariable Calculus by MIT
- Trigonometry by Khan Academy
» check out the complete list of Mathematics Video lectures
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