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Electronics - Probability & Random Variables

by NPTEL

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  1. Thumbnail 59:49
    1

    Lecture - 1 Introduction to the Theory of Probability

    by nptelhrd 143,091 views

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    Lecture - 2 Axioms of Probability

    by nptelhrd 35,849 views

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    Lecture - 3 Axioms of Probability (Contd.)

    by nptelhrd 19,366 views

  4. Thumbnail 59:37
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    Lecture - 4 Introduction to Random Variables

    by nptelhrd 39,460 views

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    Lecture - 5 Probability Distributions and Density Functions

    by nptelhrd 45,966 views

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    Lecture - 6 Conditional Distribution and Density Functions

    by nptelhrd 19,889 views

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    Lecture - 7 Function of a Random Variable

    by nptelhrd 17,658 views

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    Lecture - 8 Function of a Random Variable (Contd.)

    by nptelhrd 14,364 views

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    Lecture - 9 Mean and Variance of a Random Variable

    by nptelhrd 25,427 views

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    Lecture - 10 Moments

    by nptelhrd 11,234 views

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    Lecture - 11 Characteristic Function

    by nptelhrd 12,462 views

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    Lecture - 12 Two Random Variables

    by nptelhrd 10,214 views

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    Lecture - 13 Function of Two Random Variables

    by nptelhrd 15,025 views

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    Lecture - 14 Function of Two Random Variables (Contd.)

    by nptelhrd 7,754 views

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    Lecture - 15 Correlation Covariance and Related Innver

    by nptelhrd 19,229 views

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    Lecture - 16 Vector Space of Random Variables

    by nptelhrd 9,988 views

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    Lecture - 17 Joint Moments

    by nptelhrd 5,931 views

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    Lecture - 18 Joint Characteristic Functions

    by nptelhrd 5,577 views

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    Lecture - 19 Joint Conditional Densities

    by nptelhrd 5,423 views

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    Lecture - 20 Joint Conditional Densities (Contd.)

    by nptelhrd 4,834 views

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    Lecture - 21 Sequences of Random Variables

    by nptelhrd 5,796 views

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    Lecture - 22 Sequences of Random Variables (Contd.)

    by nptelhrd 4,448 views

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    Lecture - 23 Correlation Matrices and their Properties

    by nptelhrd 6,351 views

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    Lecture - 24 Correlation Matrices and their Properties

    by nptelhrd 6,771 views

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    Lecture - 25 Conditional Densities of Random Vectors

    by nptelhrd 4,362 views

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    Lecture - 26 Characteristic Functions and Normality

    by nptelhrd 4,450 views

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    Lecture - 27 Thebycheff Inquality and Estimation

    by nptelhrd 4,473 views

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    Lecture - 28 Central Limit Theorem

    by nptelhrd 14,260 views

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    Lecture - 29 Introduction to Stochastic Process

    by nptelhrd 58,802 views

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    Lecture - 30 Stationary Processes

    by nptelhrd 9,556 views

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    Lecture - 31 Cyclostationary Processes

    by nptelhrd 5,427 views

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    Lecture - 32 System with Random Process at Input

    by nptelhrd 4,972 views

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    Lecture - 33 Ergodic Processes

    by nptelhrd 7,782 views

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    Lecture - 34 Introduction to Spectral Analysis

    by nptelhrd 12,527 views

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    Lecture - 35 Spectral Analysis Contd.

    by nptelhrd 4,282 views

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    Lecture - 36 Spectrum Estimation - Non Parametric Methods

    by nptelhrd 7,906 views

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    Lecture - 37 Spectrum Estimation - Parametric Methods

    by nptelhrd 5,325 views

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    Lecture - 38 Autoregressive Modeling and Linear Prediction

    by nptelhrd 18,294 views

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    Lecture - 39 Linear Mean Square Estimation - Wiener (FIR)

    by nptelhrd 7,878 views

  40. Thumbnail 59:47
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    Lecture - 40 Adaptive Filtering - LMS Algorithm

    by nptelhrd 15,767 views

Lecture Series on Probability and Random Variables by Prof. M. Chakraborty, Department of Electronics and Electrical Communication Engineering, I.I.T.,Kharagpur

About NPTEL

This channel provides technical lectures from all seven Indian Institutes of Technology and Indian Institute of Science, Bangalore.

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Please visit the Playlists section in this channel to view the complete list of courses.

This channel provides technical lectures from all seven Indian Institutes of Technology and Indian Institute of Science, Bangalore.

The Video Courses are organised as PLAYLISTS under the following Categories:

1. Core Sciences

2. Civil Engineerin...

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