|
Week - 1
|
Fundemantals of Machine Learning |
|
Week - 2
|
Uses of Machine Learning |
|
Week - 3
|
Training Data and Test Data |
|
Week - 4
|
R Language |
|
Week - 5
|
Classification: K-nearest neighbour, Decision trees |
|
Week - 6
|
Classification: Decision Trees |
|
Week - 7
|
Classification: Neural Networks |
|
Week - 8
|
Simple Linear Regression and Multiple Regression |
|
Week - 9
|
Classification and Regression Based R Applications |
|
Week - 10
|
Clustering: K-means, Hierarchical clustering |
|
Week - 11
|
Evaluating Models |
|
Week - 12
|
Random Forest |
|
Week - 13
|
R Applications |
|
Week - 14
|
Deep Learning |