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1. Breast_Cancer_Logit_Model Breast_Cancer_Logit_Model Public

   An academic project to predict whether a breast cancer tumor is malignant or benign using logistic regression. Includes hyperparameter optimization with GridSearchCV.

   Jupyter Notebook

2. Black_Scholes_Apple_Stock_Option_Price Black_Scholes_Apple_Stock_Option_Price Public

   This project implements a script to calculate an option price using the Black-Scholes model.

   Jupyter Notebook 1

3. 50-Startups-Multiple-Reg 50-Startups-Multiple-Reg Public

   This project estimates a multiple linear regression of 50 startups and how their expenses on R & D, administration, marketing, and location can be significant or not to their profits.

   Jupyter Notebook

4. Combined-Cycle-Power-Plant_Regs Combined-Cycle-Power-Plant_Regs Public

   This analysis aims to determine the best model for predicting the electrical energy output. The evaluation metric used was the determination coefficient (R-squared).

   Jupyter Notebook 1

5. Position-vs-Salaries Position-vs-Salaries Public

   This project estimates four regression models to evaluate and predict the salary an interviewed candidate asserted he earned in his previous job.

   Jupyter Notebook