Pattern Recognition and Machine Learning offered by IIT Madras
- Public/Government Institute
- Estd. 1959
Pattern Recognition and Machine Learning at IIT Madras Overview
Pattern Recognition and Machine Learning
at IIT Madras
Gain a comprehensive overview of Pattern Recognition and Machine Learning
Mode of learning | Online |
Credential | Certificate |
Pattern Recognition and Machine Learning at IIT Madras Highlights
Pattern Recognition and Machine Learning
at IIT Madras
- Earn a certificate after completion of the course
Pattern Recognition and Machine Learning at IIT Madras Course details
Pattern Recognition and Machine Learning
at IIT Madras
Skills you will learn
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
Pattern Recognition and Machine Learning at IIT Madras Curriculum
Pattern Recognition and Machine Learning
at IIT Madras
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
Other courses offered by IIT Madras
Pattern Recognition and Machine Learning
at IIT Madras
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Pattern Recognition and Machine Learning at IIT Madras News & Updates
Pattern Recognition and Machine Learning
at IIT Madras
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Pattern Recognition and Machine Learning at IIT Madras Contact Information
Pattern Recognition and Machine Learning
at IIT Madras
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)
Go to College Website ->
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