1 |
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Data, Information, Knowledge Concepts |
Lecture & Studying on Sample & Practice |
2 |
Studying on Sample, Assignment |
Explaining R infrastructure and its installation |
Lecture & Studying on Sample & Practice |
3 |
Studying on Sample, Assignment |
Loop structure and its functions |
Lecture & Studying on Sample & Practice |
4 |
Studying on Sample, Assignment |
Data types (structural, non-structural nominal, ordinal data) |
Lecture & Studying on Sample & Practice |
5 |
Studying on Sample, Assignment |
Basic statistical calculation and visualisation |
Lecture & Studying on Sample & Practice |
6 |
Studying on Sample, Assignment |
Data pre-processing process |
Lecture & Studying on Sample & Practice |
7 |
Studying on Sample, Assignment |
Principal Component Analysis |
Lecture & Studying on Sample & Practice |
8 |
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MID-TERM EXAM |
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9 |
Studying on Sample, Assignment |
Regression analysis |
Lecture & Studying on Sample & Practice |
10 |
Studying on Sample, Assignment |
Hypothesis tests |
Lecture & Studying on Sample & Practice |
11 |
Studying on Sample, Assignment |
Decision trees |
Lecture & Studying on Sample & Practice |
12 |
Studying on Sample, Assignment |
Choosing Model and its methods |
Lecture & Studying on Sample & Practice |
13 |
Studying on Sample, Assignment |
Logistic Regression |
Lecture & Studying on Sample & Practice |
14 |
Studying on Sample, Assignment |
Practice |
Studying on Sample & Practice |
15 |
Studying on Sample, Assignment |
Practice |
Studying on Sample & Practice |
16 |
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FINAL EXAM |
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17 |
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FINAL EXAM |
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