Project List

A collection of projects that I have worked on in the past to improve my understanding of various analytics concepts, all while having some fun on the side! Projects listed here range from more formal analysis of datasets to more light-hearted journeys through interesting subject matter, please browse at your own leisure.

Selangor Flood Modelling

Using NASA's IMERG Final Run Daily Precipitation Data in order to predict the probability of floods occurring in Selangor, Malaysia. Capstone project of my diploma program, done with a project partner.

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Electronic Product Price Analysis

A simple anlaysis aimed at answering a few business questions about various electronic products through a rather messy dataset.

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Advertising Effectiveness Analysis

An interesting if somewhat simple project that seeks to find advertising mix on various social media platforms provides the best returns-on-investments. Uses linear regression for its predictions.

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Telco Churn Analysis

The classic telco churn dataset used to construct a classification algorithm to predict whether a given customer would churn. Primarily focused on EDA and constructing a logistic regression classifier.

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Only Two Columns

Using a poorly designed web scrapper and a poorly thought-out analytics plan to create a somewhat interesting analysis. Based on independently scraped data from edX

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House Price Prediction

A relatively short project using Scala and Apache Spark (via Databricks Community), using linear regression to predict the price of houses given some data about them.

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