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Jaime Andrés Castañeda's Projects

accidents_smb icon accidents_smb

Repo that contains code related to Team 185's DS4A | Colombia 2022 capstone project on traffic accident data from Bogotá, D.C.

cc_default icon cc_default

Repo that shares my EDA and modeling work with the Default of Credit Card Clients Dataset from UCI Machine Learning

colombian_map icon colombian_map

Repo that modifies a TopoJSON map of Colombia to improve its visualization

demo icon demo

Demo repo for creating a git pull request

expedited_shipping icon expedited_shipping

Repo that will contain Jupyter notebooks and Stata code to replicate the statistical analyses from our latest academic research project

fastapi-for-machine-learning-live-demo icon fastapi-for-machine-learning-live-demo

This repository contains the files to build your very own AI image generation web application! Outlined are the core components of the FastAPI web framework, and application leverage the newly-released Stable Diffusion text-to-image deep learning model.

gitbasics icon gitbasics

Repo that shares my learning experience with Git

ml.school_ml_in_production icon ml.school_ml_in_production

Repo that stores the code used during the Machine Learning in Production program delivered by Santiago Valdarrama in Apr 2023

nba_analysis icon nba_analysis

Repo that contains ETL, EDA and modeling work to try to answer what player stats are more important for an NBA team's wins. It also has a Streamlit frontend

serverless-ml-course icon serverless-ml-course

Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features

wordcloud icon wordcloud

Repo that contains code to create a wordcloud from a plain PDF file and from a website

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