Georgetown Data Analytics (CCPE)
Course repositories for Data Analytics and Data Science
Washington, D.C.
Pinned Repositories
machine-learning
Code & Data for Introduction to Machine Learning with Scikit-Learn
product-classifier
Classify products into categories by their name with NLTK
wrangle
A short tutorial on wrangling data with BeautifulSoup and SQLAlchemy
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-506-01.Visual_Analytics
Materials for Georgetown Data Science certificate
XBUS-507-01.Applied_Data_Science
Materials for Georgetown Data Science certificate.
Georgetown Data Analytics (CCPE)'s Repositories
georgetown-analytics/XBUS-500-01.Foundations-of-Data-Science
Materials for Georgetown Data Science certificate.
georgetown-analytics/product-classifier
Classify products into categories by their name with NLTK
georgetown-analytics/XBUS-501-01.Software-Engineering-for-Data
Materials for Georgetown Data Science certificate.
georgetown-analytics/machine-learning
Code & Data for Introduction to Machine Learning with Scikit-Learn
georgetown-analytics/XBUS-503-01.Data_Ingestion_and_Wrangling
Materials for Georgetown Data Science certificate. https://scs.georgetown.edu/programs/375/certificate-in-data-science/
georgetown-analytics/XBUS-506-01.Visual_Analytics
Materials for Georgetown Data Science certificate
georgetown-analytics/XBUS-504-01.Data_Analysis_I_Statistics
Materials for Georgetown Data Science certificate.
georgetown-analytics/XBUS-507-01.Applied_Data_Science
Materials for Georgetown Data Science certificate.
georgetown-analytics/XBUS-502-01.Data_Sources_Storage
Materials for Georgetown Data Science certificate. https://portal.scs.georgetown.edu/search/publicCourseSearchDetails.do?method=load&courseId=12062051
georgetown-analytics/wrangle
A short tutorial on wrangling data with BeautifulSoup and SQLAlchemy
georgetown-analytics/XBUS-505-01.Data_Analysis_II_Machine_Learning
Materials for Georgetown Data Science certificate. http://scs.georgetown.edu/courses/1069/data-sources
georgetown-analytics/nba
Solution to the NBA analysis workshop
georgetown-analytics/sql-tutorial
A brief tutorial on SQL with Python (using SQLite)
georgetown-analytics/capstone-team-optimization
Optimization algorithm to select Capstone teams from the preference survey.
georgetown-analytics/nba-tracking
Georgetown Data Science NBA Player Tracking Project
georgetown-analytics/XBUS-400.03.Data_Analytics_in_Python_and_SQL
georgetown-analytics/anscombe
Introduction to summary statistics and data exploration
georgetown-analytics/calendar
Building a simple Python application - Calendar Application Tutorial
georgetown-analytics/chirpy
Tutorial on how to ingest data with Twitter into MongoDB
georgetown-analytics/data-space
Machine learning in data space web demo
georgetown-analytics/webfolio
A web admin and portfolio for the GDSC faculty and capstone projects.
georgetown-analytics/XBUS-400.04.Data_Visualization
georgetown-analytics/clockr
Simple current timestamp printing app
georgetown-analytics/XBUS-511.Advanced-Diagnostics
Course repository for XBUS-511 - Diagnostics for More Informed Machine Learning
georgetown-analytics/XBUS-512.Intro-to-Deep-Learning
Course repository for XBUS-512 - Introduction to AI and Deep Learning
georgetown-analytics/XBUS-515.Time-Series-Analyses-and-Databases
Workshops, code, and examples for the Time Series Analytics course in the Advanced Data Science Certificate.
georgetown-analytics/XBUS-519.Machine-Learning-Creativity
Course workshop code for Machine Learning Creativity: Advanced Data Science Certificate