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