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Derek Yung-Sheng Lin's Projects

acnh-classification icon acnh-classification

Classify turnip price trends from Animal Crossing: New Horizons using Naïve Bayes and k-Nearest Neighbors.

acnh-clustering icon acnh-clustering

Explore, process and cluster turnip price trends from Animal Crossing: New Horizons using dynamic time warping and agglomerative clustering.

cifar10-dataset icon cifar10-dataset

Classify images from Krizhevsky's CIFAR-10 dataset using k-nearest-neighbors and keras' convolutional neural network

cmpt-353-project icon cmpt-353-project

Attempt to identify, compare and visualize the number of restaurants and chain restaurants near two locations within Greater Vancouver using data from OpenStreetMap and Wikidata.

dst-exploration icon dst-exploration

Acquire process and explore Steam reviews for Don't Starve Together

iris-dataset icon iris-dataset

Implement k-nearest-neighbors and visualize Fisher's iris dateset

osrs-analysis icon osrs-analysis

Collect, process and analyze experience data from Old School RuneScape using linear regression and hypothesis testing.

osrs-analysis-v2 icon osrs-analysis-v2

Analyze experience data from Old School RuneScape using linear regression and hypothesis testing.

skyscraper icon skyscraper

ETL pipeline for scraping Google Play Reviews for Sky: Children of the Light.

spiders-and-hounds icon spiders-and-hounds

Real time hostile mob detection for the game Don't Starve Together using a fine-tuned YOLOv8 Nano model.

ttc-bus-delays icon ttc-bus-delays

Power BI Dashboard of Toronto Transit Commission (TTC) Bus Delays from 2020 to 2024

uniqlo-japan-sales icon uniqlo-japan-sales

PDF data extraction and cleaning with Python and dashboard creation using Tableau.

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