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Machine Learning Basics
Online
3 WeeksQuick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 2436 | yes | Coursera |
The fees for the course Machine Learning Basics is -
| Head | Amount in INR |
| Certificate Fees | Rs. 2,436 |
The Syllabus
Videos
- Let’s talk about machine learning
- Supervised Learning, Unsupervised Learning, Reinforcement Learning
- Overfitting vs. Generalization, model evaluation
Readings
- A to Z of AI/Machine Learning 1
- A to Z of AI/Machine Learning 2
- A to Z of AI/Machine Learning 3
Assignments
- Quiz 1
- Quiz 2
- Quiz 3
Videos
- How k-NN works
- Weight factors, kernels for the k-NN
- k-NN Classification implementations
Readings
- kNN introduction
- kNN curse of Dimensionality
- kNN Distance Measures
Assignments
- Quiz 1
- Quiz 2
- Quiz 3
Videos
- Problem definition and solution in LR
- Additive Linear model
- Implementation of linear regression
Readings
- Simple linear regression
- Tests and intervals
- Multiple Linear Regression
Assignments
- Quiz 1
- Quiz 2
- Quiz 3
Videos
- What is a good model?
- Logistic regression as a Linear classifier
- Implementation of logistic regression
Readings
- The Logit and Logistic Transformations
- Residual Diagnostics Report
- Example 2 – Subset Selection
Assignments
- Quiz 1
- Quiz 2
- Quiz 3
- Final Test
Articles
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
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