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IIT Madras
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Discontinued (Jun 2025)- Pattern Recognition and Machine Learning 
offered by IIT Madras

  • Public/Government Institute
  • Estd. 1959

Discontinued (Jun 2025)- Pattern Recognition and Machine Learning
 at 
IIT Madras 
Overview

Gain a comprehensive overview of Pattern Recognition and Machine Learning

Mode of learning

Online

Credential

Certificate

Discontinued (Jun 2025)- Pattern Recognition and Machine Learning
Table of content
Accordion Icon V3
  • Overview
  • Highlights
  • Course Details
  • Curriculum

Discontinued (Jun 2025)- Pattern Recognition and Machine Learning
 at 
IIT Madras 
Highlights

  • Earn a certificate after completion of the course
Details Icon

Discontinued (Jun 2025)- Pattern Recognition and Machine Learning
 at 
IIT Madras 
Course details

Skills you will learn
Regression
More about this course
  • This course will enhance the knowledge about Pattern Recognition and Machine Learning
  • And also it will help in aspirants respective career fields

Discontinued (Jun 2025)- Pattern Recognition and Machine Learning
 at 
IIT Madras 
Curriculum

Basics of Linear Algebra, Probability Theory and Optimization

Vectors

Inner product

Methods for Function Approximation

Linear models for regression

Parameter estimation methods

Probabilistic Models for Classification

Bayes classifier

Minimum error-rate classification

Discriminative Learning based Models for Classification

Logistic regression

Perceptron

Dimensionality Reduction Techniques

Principal component analysis

Fisher discriminant analysis

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Discontinued (Jun 2025)- Pattern Recognition and Machine Learning
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Discontinued (Jun 2025)- Pattern Recognition and Machine Learning
 at 
IIT Madras 
Contact Information

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Address

Indian Institute of Technology, Madras
Chennai ( Tamil Nadu)

Phone
04422578100

(For general query)

04422578020

(For admission query)

Email
registrar@iitm.ac.in

(For general query)

deanadmn@iitm.ac.in

(For admission query)

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