PNS: Probability and Statistics (Jan-June 2024)

Announcements

For study material, please see PAS: Probability and Statistics (July-December 2021)
• Syllabus
• z-table
• Question Papers and Answer Keys
• Quiz II: Marking Scheme
• Marks
• Quiz II 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.