claytonbarrozo / data-analytics

Data Analytics

Data Analytics Portfolio

Repository containing a portfolio of data science projects completed by me for academic, self-learning, and hobby purposes. Presented in the form of iPython Notebooks.

Contents

Machine Learning

• Titanic: Machine Learning from Disaster is the most common Kaggle dataset. In this analysis I am using Pandas, numpy, seaborn and matplotlib. I am trying to predicts the survival of a passenger.

• Salary Analysis Prediction In this analysis I am using a the simple linear regression to predict the salary of the staff by the years of experience.

• Ad Click Prediction In this analysis I am using a simple the Regression Logistic Project to predict if a user clicked on an ad or not.

• Santander Customer Transaction Prediction In this analysis, is part of one assignment that I did for my Masters. We created a model to predict if the user will make a transaction.