jmp
There are 45 repositories under jmp topic.
airbnb
This is a project from my Data-Driven Decision Making class at NYU Stern in Spring 2020. The repository contains pieces of code involved in the project, as well as some screenshots from JMP Pro, but it is not an exhaustive list of everything my group and I did.
Credit-Default-Risk-Evaluation-on-the-Unbanked-Population
In the present years, credit loan becomes one of the most important fundraising approaches for individuals or companies. And with this tendency, credit risk attracts more attention to the financial industry. How to make a reliable prediction of clients’ repayment abilities turn into a significant research project.
IDEA-on-Airbnb-in-Singapore
Airbnb, a service that connects travelers and homeowners with available rooms, offers a variety of accommodations. Different from other tourism websites, Airbnb, as a tourism platform directly facing rental landlords and tourists, provides a direct communication channel for landlords and tenants, and its relatively innovative form has attracted public attention. Singapore, one of the world's most competitive cities, has yet to legalize short-term rentals. The analysis of relevant data of Airbnb is helpful for us to analyze the possible impact of short-term housing rental on tourism and real estate industry in Singapore.
Interest-Prediction-for-Personal-Loans
Designed a model to predict personal loan interest rates based on 22 attributes like credit score, Income etc., on real time data containing 19,700 entries. Designed five models using Regression (Generalized & Stepwise), Bootstrap tree, Bootstrap Forest, KNN, Neural Nets and chose Boosted Tree model with Validation R-squared of 83.9% and predicted the interest rates for 1648 entries.
Exploratory-Data-Analysis-TUN-Data-Challenge-2018-Bike-MS
This repository contains the EDA and insights on the TUN Data Challenge 2018 - Bike MS.
MagicMirror-jmp
MagicMirror² is an open source modular smart mirror platform. With a growing list of installable modules, the MagicMirror² allows you to convert your hallway or bathroom mirror into your personal assistant.