Week - 1 |
Introduction to Chemometrics |
Week - 2 |
Basic Approaches |
Week - 3 |
Collecting and Creating Some Data; Data sources, Data matrices, Data sets, Training sets |
Week - 4 |
Collecting and Creating Some Data; Data sources, Data matrices, Data sets, Training sets |
Week - 5 |
Basics of MS-Excel: Creating functions, Creating graphs |
Week - 6 |
Basics of MS-Excel: Creating functions, Creating graphs |
Week - 7 |
Classical Least Squares |
Week - 8 |
Inverse Least Squares |
Week - 9 |
Factor Spaces |
Week - 10 |
Discriminative Analysis |
Week - 11 |
Principal Component Regression |
Week - 12 |
Principal Component Regression (PCR) |
Week - 13 |
Partial Least Squares (PLS) |
Week - 14 |
The Techniques In Action: Quantitative analysis, Purity analysis |