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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
TamilSelf StudyVideo and Text Based

Courses and Certificate Fees

Fees InformationsCertificate AvailabilityCertificate Providing Authority
INR 1000yesIIT Madras (IITM)

The fees for the course Introduction to Machine Learning (Tamil) is :

Fees componentsAmount
Exam feesRs. 1,000

 


The Syllabus

  • Basics of Linear Algebra
  • Probability
  • Optimization

  • Introduction to Supervised Learning - Regression
  • Topics - Linear Regression
  • Ridge Regression
  • LASSO

  • Supervised Learning - Classification
  • Topics: K-NN
  • Decision Tree

  • Supervised Learning - Classification
  • Topics: Naive Bayes

  • Supervised Learning - Logistic Regression 
  • Perceptron

  • Supervised Learning - Support Vector Machines

  • Supervised Learning - Ensemble Methods

  • Unsupervised Learning - K-means Clustering
  • PCA

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