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IIIT Hyderabad
IIIT Hyderabad Logo

Probability for Comp. Sci. 
offered by IIIT Hyderabad

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

Probability for Comp. Sci.
 at 
IIIT Hyderabad 
Overview

Algorithmic Insight: Bridging Probability Theory and Computer Science for Informed Decision-Making in Computational Systems and Data-Driven Solutions.

Duration

240 hours

Mode of learning

Online

Official Website

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Credential

Certificate

Probability for Comp. Sci.
 at 
IIIT Hyderabad 
Highlights

  • Earn a Certification after completion
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Probability for Comp. Sci.
 at 
IIIT Hyderabad 
Course details

Skills you will learn
StatisticsData analysisData Science
More about this course
  • Probability for Computer Science explores fundamental probabilistic concepts crucial for algorithm design, machine learning, and data analysis.
  • This course equips students with the probabilistic intuition and analytical skills essential for solving computational problems and making informed decisions in diverse computing applications.

Probability for Comp. Sci.
 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

Multidimensional Gaussians

Kalman Filters

Faculty Icon

Probability for Comp. Sci.
 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.

Probability for Comp. Sci.
 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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    Probability for Comp. Sci.
     at 
    IIIT Hyderabad 

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    Probability for Comp. Sci.
     at 
    IIIT Hyderabad 
    Contact Information

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    Address

    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

    (For general query)

    ugadmissions@iiit.ac.in

    (For admission query)

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