This repository contains all the activities completed during the machine learning module of the Advanced Artificial Intelligence in Data Science I class. All activities were implemented using Jupyter Notebook with Python.
- Regression Problems
- Classification Problems
- Neural Network Tuning
- Exploratory Analysis with Clustering Techniques
The following Python libraries were utilized for these activities:
- Pandas
- NumPy
- Matplotlib
- Scikit-learn
- Statsmodels
- SciPy
- Imblearn
- Itertools
- Mlxtend