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