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OR: Operations Research (Jan-June 2025)
Announcements
Syllabus
Question Papers and Answer Keys
Marks
INTERNAL MARKS
PNS: Probability and Statistics (July-Dec 2024)
Announcements
For study material, please see PAS: Probability and Statistics (July-December 2021)
Syllabus
z-table
Question Papers and Answer Keys
Back Paper:
Marking Scheme
Marks
Back Paper MARKS
PAS: Probability and Statistics (July-Dec 2023)
Announcements
For study material, please see PAS: Prabability and Statistics (July-December 2021)
Syllabus
Lectures and Tutorial Schedule
Seating Plan
z-table
Question Papers and Answer Keys
C3 Review Test:
Marking Scheme
Marks
C3 Review Test Marks
DSF14211: Statistical Foundations for Data Science(January-June 2022)
Announcements
Syllabus
Time-Table
Tentative Assessment Plan
z-table
Lecture Notes
Prerequisites:
Lecture 0
Probability:
Lecture 1
Conditional Probability:
Lecture 2
Random Variables:
Lecture 3
Types of Random Variables:
Lecture 4
Function of Random Variables:
Lecture 5
Expectation:
Lecture 6
Moment Generating Function:
Lecture 7
Discrete Probability Distributions I:
Lecture 8
Discrete Probability Distributions II:
Lecture 9
Discrete Probability Distributions III:
Lecture 10
Continuous Probability Distributions I:
Lecture 11
Continuous Probability Distributions II:
Lecture 12
Random vector:
Lecture 13
Types of Random Vector:
Lecture 14
Conditional Distribution and Independent Random Variables:
Lecture 15
Conditional Expectation and Variance:
Lecture 16
Covariance and Correlation:
Lecture 17
Linear Regression:
Lecture 18
Law of Large Numbers and CLT:
Lecture 19
Point Estimation:
Lecture 20
Testing of Hypotheses:
Lecture 21
Tutorial Sheets
Probability:
Problem Set I
Random Variables:
Problem Set II
Discrete and Continuous Probability Distributions:
Problem Set III
Random Vector:
Problem Set IV
WLLN and CLT:
Problem Set V
Practice Sets
Probability:
Practice Set I
Random Variables:
Practice Set II
Practical Sheets
Graphical Representation of Data:
Practical I
Descriptive Statistics:
Practical II
Discrete and Continuous Probability Disitrbutions:
Practical III
R Codes
Practical I:
R Code
Practical III:
R Code
Question Papers and Answer Keys
C1 Review Test:
Marking Scheme
Marks
C1 Review Test
PAS: Probability and Statistics (July-December 2021)
Announcements
Syllabus
Lecture and Tutorial Schedule
Tentative Assessment Plan
z-table
Lecture Notes
Probability:
Lecture 1
Conditional Probability:
Lecture 2
Random Variables:
Lecture 3
Types of Random Variables:
Lecture 4
Function of Random Variables:
Lecture 5
Expectation:
Lecture 6
Moment Generating Function:
Lecture 7
Discrete Probability Distributions I:
Lecture 8
Discrete Probability Distributions II:
Lecture 9
Discrete Probability Distributions III:
Lecture 10
Continuous Probability Distributions I:
Lecture 11
Continuous Probability Distributions II:
Lecture 12
Random vector:
Lecture 13
Types of Random Vector:
Lecture 14
Conditional Distribution and Independent Random Variables:
Lecture 15
Moments, Covariance and Correlation Coefficient:
Lecture 16
Conditional Expectation and Variance:
Lecture 17
Joint Moment Generating Function:
Lecture 18
Function of Several Random Variables:
Lecture 19
Law of Large Numbers and CLT:
Lecture 20
Point Estimation:
Lecture 21
Methods of Estimation:
Lecture 22
Testing of Hypotheses:
Lecture 23
Interval Estimation:
Lecture 24
Linear Regression:
Lecture 25
Tutorial Sheets
Probability:
Problem Set I
Random Variables:
Problem Set II
Discrete and Continuous Probability Distributions:
Problem Set III
Random Vector:
Problem Set IV
WLLN and CLT:
Problem Set V
DSF14211: Statistical Foundations for Data Science(January-June 2021)
Announcements
The Quiz 2 will be held on 06 April, 2021.
The C2 review test will be held on 21 April, 2021.
Syllabus
Time-Table
LAL: Linear Algebra (July - December 2020)
Announcements
Syllabus
Time Table
For Lecture notes and Problem sets, visit the
Course Page
.