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1. Titanic-Survival-Project Titanic-Survival-Project Public

   Ongoing: Project where we go in depth over the Titanic Survival Dataset from Kaggle

   Jupyter Notebook

2. Comparing-single-layer-nn-and-logistic-regression Comparing-single-layer-nn-and-logistic-regression Public

   In this project we compare the performance of logistic regression to a single hidden layer neural network

   Python

3. Car-Seat-Sales-Tree-Prediction Car-Seat-Sales-Tree-Prediction Public

   A ML Project where trees and some ensemble methods are used to predict the number of sales of a car seat.

   Python

4. Heart-Disease-Classification Heart-Disease-Classification Public

   A ML Project where different classification models ,that predict wether or not a given person will have heart disease, are compared.

   Python

5. Salary-Prediction-Using-Boost-Techniques Salary-Prediction-Using-Boost-Techniques Public

   In this project we study how different learning rates can affect the test MSE of boost for a strongly right-skewed response variable

   Python

6. Understanding-Nonlinear-Decision-Boundaries-in-Practice Understanding-Nonlinear-Decision-Boundaries-in-Practice Public

   A project where SVMs and logistic regression are compared against a dataset with a non-linear decision rule.

   Python