COLLEGE COURSE OFFERING

Master of Technology (MTech Machine Learning), Calicut University, Calicut

<h3 class=h33>Eligibility</h3> B.E./B.Tech. or equivalents with minimum 50% are eligible to apply to this course. <h3 class="h33"> Semester I </h3> <strong> MML10 101 Probability and Statistics </strong> <strong> MML10 102 Linear Algebra </strong> <strong> MML10 103 Pattern Recognition </strong> <strong> MMLIo 104 Image Processing </strong> <strong> MMLIo 105 (A) Numerical Methods (Elective I) </strong> <strong> MMLIo 105 (B) Advanced Digital SiSnal Processing (Elective I) </strong> <strong> MMLIo 105 (C) Optimisation Techniques (Elective I) </strong>

Course Information & Syllabus

Eligibility

B.E./B.Tech. or equivalents with minimum 50% are eligible to apply to this course.

Semester I

MML10 101 Probability and Statistics MML10 102 Linear Algebra MML10 103 Pattern Recognition MMLIo 104 Image Processing MMLIo 105 (A) Numerical Methods (Elective I) MMLIo 105 (B) Advanced Digital SiSnal Processing (Elective I) MMLIo 105 (C) Optimisation Techniques (Elective I) MMLIo 105 (D) Information Theory and Learning Algorithms (Elective I) MMLIo1os (E) Artificial Intelligence (Elective I) MMLIo 106 (P) Seminar I MML1O ro7 (P) Machine Learning Lab 1

Semester II

MML10 201 Machine Learning MML10 202 Imbalanced Learning MML10 203 Soft computing MML1O 204 (A) Introduction to NLp (Elective II) MMLfo 204 (B) Sparse Signal Processing (Elective II) MMLIo 204 (C) Machine Translation (Elective II) MMLIo 204 (D) Speech and Audio Processing (Elective II) MMLIo 205 (A) Machine Learning for Computer vision (Elective III) MML1O 205 (B) Data Mining (Elective III) MML1O 205 (C) Optimization Methods in Machine Learning (Elective III) MML1O 206 (P) Seminar II MMLIo 207 (P) Machine Learning Lab 2

Semester III

MMLIo 301 (A) Advanced Topics in Machine Learning (Elective IV) MML10 3ol (B) Speech Processing in Mobile Environments (Elective IV) MMLIo 301 (C) Research Methodolory (Elective IV) MMLIo 302 (A) Reinforcement Learning (Elective V) MMLIo 302 (B) Machine Learning for NLP (Elective V) MMLIo 302 (C) Neural Networks for Machine Learning (Elective V) MML1o 303 Industrial Training MMLIo 304 (P) Master Research Project Phase 1

Semester IV

MMLl0 401 (P) Master Research Project Phase z

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Calicut University, Calicut

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Master Degree Program

Master of Technology (MTech Machine Learning)

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