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