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Mailei Vargas's Projects

computing-for-data-analysis icon computing-for-data-analysis

This course is a hands-on introduction to programming techniques relevant to data analysis and machine learning. Most of the programming exercises will be based on Python and SQL.

curiousity icon curiousity

Project based skills brush up - proof of concept

dsp icon dsp

Metis Data Science Bootcamp - Official Prework Repository

exercism icon exercism

Python and Java practice exercises for improving coding skills

mini-projects icon mini-projects

This space is for tinkering and learning concepts while tinkering on data. Some mini-projects include segmenting customer data (K-Means Clustering), Fraud Detection on credit card data (Classification on unbalanced data). More to come!

project-1-ny-mta-data-analysis icon project-1-ny-mta-data-analysis

This project was collaborative and focused on data exploration of NY MTA turnstile data in order to acquire potential participants for a gala.

project_2-marathon-predictor icon project_2-marathon-predictor

This project explores machine learning and regression models for predicting a marathon race time based on Boston historical races.

project_3-context-ad-clicks icon project_3-context-ad-clicks

This project explores machine learning and classification models in predicting whether a user clicked on an ad based on certain criteria.

project_5-keanu-shoe-recommender icon project_5-keanu-shoe-recommender

Capstone project for Metis program. This project focused on Convolutional Neural Networks that aided in the classification and recommendation of shoes based on a clothing image.

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