Study notes of Machine Learning course at Baku Higher Oil School for Masters of ICTS, Fall 2023.
To replicate all examples:
pip install -r requirements.txt| Topic | Data | Codes |
|---|---|---|
| Bayesian Learning | tennis | iPython Notebook and UI Application |
| Linear Regression | pricevssold2 | iPython Notebook |
| Logistic Regression | coronary | iPython Notebook |
| Logistic Regression | Social_Network_Ads | iPython Notebook |
| Neural Networks | diabetes | iPython Notebook |
| KNN | shirtsize | iPython Notebook |
| KNN | mushrooms | iPython Notebook |