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Week - 1 |
Introduction to Data Science |
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Week - 2 |
Data Types and Collection |
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Week - 3 |
Data Cleaning and Preprocessing |
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Week - 4 |
Statistical Foundations |
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Week - 5 |
Data Visualization |
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Week - 6 |
Time Series Data and Analysis |
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Week - 7 |
Fundamental Machine Learning Concepts |
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Week - 8 |
Regression Analysis |
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Week - 9 |
Classification Algorithms |
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Week - 10 |
Clustering and Segmentation |
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Week - 11 |
Model Evaluation and Optimization |
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Week - 12 |
Student Project Presentations |
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Week - 13 |
Student Project Presentations |
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Week - 14 |
Student Project Presentations |
Eskisehir Technical University Info Package