Welcome to my Portfolio
Online News Popularity Prediction
Supervised Learning | Radom Forest
The objective of this project is to predict the popularity of articles published by Mashable website.
Predictions of Admissions to Master’s Degree
Supervised Learning | Linear Regression
Using a Linear Regression Algorithm, this project was developed to predict the chance of admission of foreign students to Master’s Degree Programs in American Colleges.
Principal Components Analysis with NumPy
Python | NumPy
Applying PCA to a dataset without using any of the popular machine learning libraries such as scikit-learn and statsmodels.
Unsupervised Learning | K-Means
The objective of this project is to segment shoppers from a dataset given. K-Means, Agglomerative and DBSCAN are the three different unsupervised machine learning algorithms used for the project.
Women Legal Rights in the World
Python | Seaborn | Pandas | Matplotlib
This is an Analytic Report of legal gender differentiation around the world. The analysis of data collected in 187 countries, from 2009 to 2018, highlights the inequity in terms of laws and regulations.