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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| Tamil | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Madras (IITM) |
The fees for the course Introduction to Machine Learning (Tamil) is :
| Fees components | Amount |
| Exam fees | Rs. 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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