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alecks's Projects

customer-purchase-prediction icon customer-purchase-prediction

Supervised learing models to predict customer purchases using over 8M records of behavioral data from an online cosmetics store. This project was done using PostgreSQL and AWS.

dsp icon dsp

Metis Data Science Bootcamp - Official Prework Repository

friend-recommender icon friend-recommender

Recommendation engine of Twitter users using topic modeling, sentiment aalysis, and personality-based classification of text.

kickstarter-regression-model icon kickstarter-regression-model

Regression models using social following across 3 platforms to predict success (funding goal met) and total funding amount of projects promoted on Kickstarter.

metis-pre-work-notes icon metis-pre-work-notes

A collection of notes, exercises, and other practice problems used in preparation for the Metis data science program.

mta-data-analysis icon mta-data-analysis

Exploratory data analysis of NYC subway system turnstile data to devise optimal field marketing strategy.

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

tmdb-movie-database icon tmdb-movie-database

Exploratory data analysis of the TMDB movie database to observe time series trends based on revenue, budgets, and categorization.

us-bikeshare-data icon us-bikeshare-data

Python script to produce statistics and visualizations of bikeshare services' data across three major metropolitan areas.

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