george-kan Goto Github PK

aws-bootcamp-cruddur-2023

basketball_story

Storytelling through data. Told the story of the last 4 decades of the NBA through pictures, description and data visualisation.

chess_project

Two part R project for analysing games on lichess.org. Data collection-parsing-cleaning and as a second step analysis, visualisation and inference.

chess_visuals

Visualization of the paths each peace makes during a game

fastai

Notes on the chapters of the fastai book

georgekan

My personal website

grad-cam

Understanding how to use Grad-CAM in Pytorch to identify areas of activation in a CNN

happiness

Using R to understand how country data information relates to country happiness index and perform inference with linear regression.

isolation-forest-and-eda

Breaking down the isolation forest algorithm in R and then using it to clean online survey data. The clean dataset was further analysed to derive interesting conclusions.

nba-features

Performed feature engineering in an NBA dataset in order to predict the game outcome. Experimented with various methods of feature selection and compared predictive performance.

templates

Solutions to hackerrank questions

tidytuesday

My contributions to the #tidytuesday challenge