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IIIT Hyderabad
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Maths for CS I: Probability & Statistics 
offered by IIIT Hyderabad

  • A++ NAAC accredited
  • Deemed University
  • Estd. 1998

Maths for CS I: Probability & Statistics
 at 
IIIT Hyderabad 
Overview

Quantitative Foundations: Probability and Statistics Unveiled - Essential Mathematical Toolkit for Computer Science, Algorithm Design, and Data Analysis Mastery.

Duration

240 hours

Mode of learning

Online

Official Website

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Credential

Certificate

Maths for CS I: Probability & Statistics
 at 
IIIT Hyderabad 
Highlights

  • Earn a Certification after completion
Details Icon

Maths for CS I: Probability & Statistics
 at 
IIIT Hyderabad 
Course details

Skills you will learn
StatisticsData analysisData Science
More about this course
  • Maths for CS I: Probability & Statistics introduces key mathematical concepts essential for computer science.
  • Students delve into probability theory, statistical analysis, and data interpretation, gaining a solid foundation to apply quantitative methods in algorithm design, machine learning, and data-driven decision-making within the computational realm.

Maths for CS I: Probability & Statistics
 at 
IIIT Hyderabad 
Curriculum

Probability Basics

Probability and Counting

Infinite Sample Spaces

Axioms of Probability

Conditional Probability

Independence

Bayes' Rule

Random Variables

Random Variables

Expectation

Binomial Distrbution

Geometric Dist

Functions of RV

Variance

Conditioning

Multiple RVs

Linearity of Expectation

Advanced Random Variables

Tail Bounds (Markov, Chebyshev, Chernoff)

Continuos Distributions

Central Limit Theorem

Advanced Topics and Applications

Statistics

Markov Chains

Faculty Icon

Maths for CS I: Probability & Statistics
 at 
IIIT Hyderabad 
Faculty details

Girish Varma, CSTAR and MLL
I am an faculty at the Center for Security, Theory & Algorithms Research (CSTAR) and the Machine Learning Lab at IIIT Hyderabad, broadly interested in theoretical and applied computer science problems.

Maths for CS I: Probability & Statistics
 at 
IIIT Hyderabad 
Admission Process

    Important Dates

    Nov 5 - Dec 8, 2024
    Post Graduate Student Status Programme (PGSSP) Application Spring 2025 start and last dateOngoing
    Dec 14, 2024
    Post Graduate Student Status Programme (PGSSP) Shortlist Result Announcement

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    Maths for CS I: Probability & Statistics
     at 
    IIIT Hyderabad 

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    Maths for CS I: Probability & Statistics
     at 
    IIIT Hyderabad 
    Contact Information

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    International Institute of Information Technology
    Prof. C R Rao Road
    Hyderabad ( Telangana)

    Phone
    04066531000

    (For general query)

    04066531250

    (For admission query)

    Email
    query@iiit.ac.in

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    ugadmissions@iiit.ac.in

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