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Homework solutions of Intro to ML course at MIT Spring 2018
Stock predictor using Machine Learning
IELTS materials
Homework for Baruch C++ Programming for Financial Engineering Course
Backtesting Bootstrap Value-at-Risk and Expected Shortfall estimates in GARCH models (Master Dissertation)
Data Analysis 1a: Foundation of Data management in R @ CEU
:mortar_board: Path to a free self-taught education in Computer Science!
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
Project on financial forecasting using ML. Made by Anson Wong, Juan Garcia & Gudbrand Tandberg
A case study on whether a person would default on his bank loan or not. This case study makes predictions using three machine learning algorithms.
Credit Risk analysis by using Python and ML
Apply a series of machine learning models on financial data to predict credit default risk. Evaluate the credit risk of a portfolio (build by sample data) by VaR and ES models. Validate ML models' performance and check the models' forecast errors in VaR evaluation.
This program analyzes various parts of the Financial Markets such as Bitcoin, S&P 500, Comodities and computes correlations between each market, value at risk for each market, volatility for each market, and includes a neural network optimizer to see which sectors to allocate investmentents in to minimize risk and maximize return
:bar_chart: Path to a free self-taught education in Data Science!
An open source book to learn data science, data analysis and machine learning, suitable for all ages!
data iap class repo
Course project
The Leek group guide to data sharing
This project aims to predict VOLATILITY S&P 500 (^VIX) time series using LSTM.
Understand DNA structure and how machine learning can be used to work with DNA sequence data.
A curated list of practical financial machine learning (FinML) tools and applications in Python (by @firmai)
Collection of notebooks about quantitative finance, with interactive python code.
Practical applications towards risk-centric portfolio management
Books
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.