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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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27 Sep'23, 06:07 PM
10 Jul'25, 09:51 AM
3 Apr'25, 06:57 AM
5 Nov'24, 12:00 PM
22 Apr'24, 10:28 AM
26 Mar'24, 07:31 AM
14 Feb'24, 11:49 AM
1 Feb'24, 10:53 AM
31 Jan'24, 09:37 AM
27 Dec'23, 11:21 AM
27 Sep'23, 06:07 PM