Shion's repositories
cosc3570-introdatascience-sp18
This is the official repository for COSC 3570: Introduction to Data Science at Marquette University in Spring 2018. All information, code, tutorials and links to readings will be found here.
cosc3570-introdatascience-fa18
This repository contains code, data and other resources for COSC/MATH 3570: Introduction to Data Science at Marquette University for Fall 2018. The official description of the course is as follows: This course is a first introduction to the new and rapidly evolving field of data science. We will understand the philosophy and basic concepts of doing data science through an active learning process. The student will learn how to use popular programming and data analysis platforms to clean, organize and analyze data from a modern machine learning perspective. Students are expected to read and practice specific lessons before coming to class. In class emphasis will be placed on practical interpretation, inference, visualization and navigating biases.
cosc4500-advdatascience-sp19
This is the repository for COSC 4500/5500: Advanced Data Science at Marquette University in Spring 2019. All course materials, code and projects can be found here.
cosc4931-socialethicalimp-fa18
This is the github repository for COSC 4931: Social and Ethical Implications of Data for Fall 2018 at Marquette University. The official course description is as follows: An introduction to the ethical and social consequences of collecting, curating and analyzing data in academia, public and private contexts. This course takes a socio-technical stance - imagine this to be a mix of a sociology and computer science course. There will be lots of reading, writing, coding and discussions.
cosc5610-datamining-fa20
Github repository for COSC 5610/4610: Data Mining at Marquette University for Fall 2020
inf2178-expdesignfordatascience-w23
This is the official class repository for INF2178: Experimental Design for Data Science at University of Toronto for Winter 2023.
cosc3570-introdatascience-fa19
This is the official respository for COSC/MATH 3570 at Marquette University for Fall 2019. All course resources and project code will be uploaded here.
cosc5610-datamining-fa19
This is the official repository for Marquette University CS Department's COSC 5610/4610 Data Mining course for Fall 2019.
cosc4600-ai-fall17
This is the official website for COSC 4600 / MSCS 5600 : Fundamentals of Artificial Intelligence at Marquette University for Fall 2017
cosc4931-advdatascience-sp18
This is the official repo for COSC 4931: Advanced Data Science at Marquette University in spring 2018. All code, information and links will be found here.
cosc4931-introdatascience
This is a public repository for COSC/MATH 4931 tutorials and example code at Marquette University in Spring 2017
chans_jupyter
jupyter blog
classicthesis
A fork of André Miede's LaTeX classicthesis template
comparicluster
This is a simple R script which takes an input dataset and performs 4 different clustering algorithms on it using the 4 most common clustering approaches. It then evaluates each algorithm with standard clustering metrics and presents them on a single pdf.
dsfa-2018sp-public
Public course materials for CS+ORIE+STSCI 1380, Cornell University, Spring 2018
foursquare_oauth2_php
This is a code repository for connecting to the foursquare API (https://developer.foursquare.com) via Oauth2 and PHP. This is meant for academic uses only. I make no pretense about code quality but you are welcome to use it if you feel it might be useful.
inds4997-datasciencecapstone
Github repository for data science capstone course
maphub-seeddata
A collection of scripts to prepare seed data (metadata, maps) for the maphub portal
teachingstats
This is a repository which contains some code for understanding and teaching key statistical principles through visualization. I am not responsible for the performance, ownership or copyright of any of this code in any form. Use it at your own peril.
tidy-data-python
Tidy Data in Python Jupyter Notebook