Name: Sokratis Papadopoulos
Type: User
Company: New York University
Bio: Data scientist |
Urban researcher |
Ph.D. candidate @ NYU.
Using machine learning to address challenges cities face and build user-centric products.
Location: New York, NY
Blog: sokratispapadopoulos.com
Sokratis Papadopoulos's Projects
A script to scrape ASCE Journal of Computing in Civil Engineering and count the occurrences of machine learning related words in publications
A platform that enables users make faster and more informed Airbnb decisions.
A web app that helps Kickstarter creators increase their chances of being funded
In the customer management lifecycle, customer churn refers to a decision made by the customer about ending the business relationship. It is also referred as loss of clients or customers. Customer loyalty and customer churn always add up to 100%. If a firm has a 60% of loyalty rate, then their loss or churn rate of customers is 40%. As per 80/20 customer profitability rule, 20% of customers are generating 80% of revenue. So, it is very important to predict the users likely to churn from business relationship and the factors affecting the customer decisions. We are going to show how logistic regression model using R can be used to identify the customer churn in the telecom dataset.
common data analysis and machine learning tasks using python
Source code for blog post: A Practical Introduction to Deep Learning with Caffe and Python
An analysis on the emotional content of 20th century literature.
A module to analyze patterns in time series data
A method to solve simulation-based optimization problems using Matlab and EnergyPlus
Folder / directory structure options and naming conventions for software projects
Method to develop data-driven, city-specific, and generalizable building energy performance grades
This is a new repository
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
My personal webpage
A minimalist Jekyll theme for running a personal blog
test files
Markdown content for the www.aerobatic.io website
Projects for NYU CUSP's Principles of Urban Informatics course
repository for PUI
Code snippets and tutorials for working with social science data in PySpark
quick test of hugo on github pages
My personal website/blog