Data Analysis Practice Notebooks
Master data manipulation, analysis, and statistical visualization using Python’s core data science libraries.1. NumPy
Follow-Along Practice
Practice Exercises
2. Pandas
Follow-Along Practice
Practice Exercises
3. Matplotlib
Practice Exercises
4. Seaborn
Practice Exercises
5. Visualization Guide
Practice Exercises
Datasets
These are the underlying datasets used in the notebooks above. Download them and save them in your workspace under adata/ folder:
student_dataset.csv
Student performance dataset used in the Pandas and visualization tutorials.
obesity_prediction.csv
Obesity prediction dataset used for data analysis and modeling exercises.