georgetown-analytics Goto Github PK

anscombe

Introduction to summary statistics and data exploration

calendar

Building a simple Python application - Calendar Application Tutorial

capstone-team-optimization

Optimization algorithm to select Capstone teams from the preference survey.

chirpy

Tutorial on how to ingest data with Twitter into MongoDB

clockr

Simple current timestamp printing app

data-space

Machine learning in data space web demo

machine-learning

Code & Data for Introduction to Machine Learning with Scikit-Learn

nba

Solution to the NBA analysis workshop

nba-tracking

Georgetown Data Science NBA Player Tracking Project

product-classifier

Classify products into categories by their name with NLTK

sql-tutorial

A brief tutorial on SQL with Python (using SQLite)

webfolio

A web admin and portfolio for the GDSC faculty and capstone projects.

wrangle

A short tutorial on wrangling data with BeautifulSoup and SQLAlchemy

xbus-400.03.data_analytics_in_python_and_sql

xbus-400.04.data_visualization

xbus-500-01.foundations-of-data-science

Materials for Georgetown Data Science certificate.

xbus-501-01.software-engineering-for-data

Materials for Georgetown Data Science certificate.

xbus-502-01.data_sources_storage

Materials for Georgetown Data Science certificate. https://portal.scs.georgetown.edu/search/publicCourseSearchDetails.do?method=load&courseId=12062051

xbus-503-01.data_ingestion_and_wrangling

Materials for Georgetown Data Science certificate. https://scs.georgetown.edu/programs/375/certificate-in-data-science/

xbus-504-01.data_analysis_i_statistics

Materials for Georgetown Data Science certificate.

xbus-505-01.data_analysis_ii_machine_learning

Materials for Georgetown Data Science certificate. http://scs.georgetown.edu/courses/1069/data-sources

xbus-506-01.visual_analytics

Materials for Georgetown Data Science certificate

xbus-507-01.applied_data_science

Materials for Georgetown Data Science certificate.

xbus-511.advanced-diagnostics

Course repository for XBUS-511 - Diagnostics for More Informed Machine Learning

xbus-512.intro-to-deep-learning

Course repository for XBUS-512 - Introduction to AI and Deep Learning

xbus-515.time-series-analyses-and-databases

Workshops, code, and examples for the Time Series Analytics course in the Advanced Data Science Certificate.

xbus-519.machine-learning-creativity

Course workshop code for Machine Learning Creativity: Advanced Data Science Certificate