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Johnny Chiu's Projects

advertising-creative-analysis icon advertising-creative-analysis

The goal of this project is to help advertisers identify features that effect their creative's CTR and provide them with recommendations in order to achieve better result.

clustering-code icon clustering-code

Generate user segmentation based on user's website browsing behavior using clustering model

ecommerce-report icon ecommerce-report

Generate e-commerce website analysis report using the json data collected from javascript pixel

flask-aws-tutorial icon flask-aws-tutorial

Flask app that will get you up and running on AWS (also uses RDS as a database)

instacart-market-basket-analysis icon instacart-market-basket-analysis

In this competition, Instacart is challenging the Kaggle community to use this anonymized data on customer orders over time to predict which previously purchased products will be in a user’s next order.

machine-learning icon machine-learning

Reproducible machine learning notes in Python and R to record my learning journey in Data Science

music-recommender icon music-recommender

An end-to-end application to engage music fans by recommending select number of songs based on user’s song preference

mypandas icon mypandas

Java project 2 from the Intro to Python and Java course

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

predicting-red-hat-business-value icon predicting-red-hat-business-value

Competition hosted by Kaggle. In this competition, Kagglers are challenged to create a classification algorithm that accurately identifies which customers have the most potential business value for Red Hat based on their characteristics and activities.

predicting-retailer-revenue icon predicting-retailer-revenue

A Kaggle InClass Prediction Competition to predict the customer spending in response to an email offer from a German retailer

predicting-revenue icon predicting-revenue

A project from the MSiA course, Predictive Analytics I, that predicting future revenue for a retail company based on customers' transaction data

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