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Credit risk modeling is the place where data science and fintech meet. It is one of the most important activities conducted in a bank, with the most attention since the recession. At present, it is the only comprehensive credit risk modeling course in Python available online – taking you from preprocessing, through probability of default (PD), loss given default (LGD) and exposure at default (EAD) modeling, all the way to calculating expected loss (EL).
evaluate basic portfolio risk and returns . fully automate portfolio (Banking )construction and management processes. Discover what factors are driving portfolio returns, construct market-cap weighted equity portfolios,forecast and hedge market risk via scenario generation.
Deployed machine learning models (Logistic Regression, Random Forest, Gradient Boost, XGBoost, SVM, Neural Network) to manages an institutional grade long/short global equity strategy for the investors in hedge fund
Using R and markdown to solve exercises & cases studies presented in the statistics lecture.
Here is practicing codes for 100 Days of Code Python Pro Bootcamp by Dr. Angela Yu
Exploratory data analysis of Olympics participation data set, to understand impact of historical world events on the international games.
https://harvard-iacs.github.io/2019-CS109A/
Email Newsletter
Codes and dashboards for 4th place solution for Kaggle's Home Credit Default Risk competition
Interactive Presentations for Financial Education using R/Shiny. See full list of presentations (with links) below.
A simple trade strategy based on volatility by selling call option and longing future. It's my second project during my internship at citic securities.
Economic Scenario Generator in Python
AAR Project Gunn High School 2016-2017. Can historical prices of global assets and their correlations be used to predict the future model of the US VIX (Volatility Index) values?
Supporting material for the Open Risk Academy course "Introduction to the EBA NPL Templates"
Data science and AI solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains
1by1 module copy from repository github.com/oca/account-financial-tools
OpenERP Financial Statement Template Reporting Module
Estimation of Accuracy Ratio AR and ROC in Credit Ratings validation
Applied Corporate Finance Seminar
factor return calculation, mean-variance / Black&Litterman portfolio optimization, risk decomposition
Notes for Active Portfolio Management, by Grinold and Kahn
NYU FRE-GY 9713 Active Portfolio Management
An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms
Intro to Numpy, tkinter,Matplotlib,Pandas
Code Repository for Advanced Predictive Techniques with Scikit-Learn and TensorFlow, published by Packt
Advanced Analytics with R training material delivered in a 2 day format
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.