Using Reinforcement Learning to build an intelligent in the Classic Snake Game
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In this blog use reinforcement learning to create genetic algorithms that allow a ‘snake’ to learn how to play the game.
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Predicting diabetes outcomes with machine learning
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In this blog I compare two models to predict diabetes outcomes of patients given other features.
Transportation change since COVID-19 in Canada
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In this blog I show how to load, filter, and analyze COVID transportation trends for cities across Canada using RStudio.
Classifying credit defaulters
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This post builds a machine learning model using a multi-linear logistic regression to estimate which borrowers are more likely to default on their loans.
Boundary File Data Extraction
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Learn how to extract data from shapefiles and combine it with other data!
Dot density map: what you see isn’t always what you get
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This blog goes through the steps to create a dot density map with simple features shapefiles!
Chord diagram visualization in R
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This blog goes through the basic steps to create a chord diagram which is a fantastic data visualization tool for showing the magnitudes of different groups’ interactions.