This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

Fin-R1 is a large language model for complex financial reasoning developed and open-sourced with the joint efforts of the SUFE-AIFLM-Lab at the School of Statistics and Data Science, Shanghai University of Finance and Economics and FinStep.AI.

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A comprehensive learning roadmap for mastering the core disciplines necessary for successful sole algorithmic trading. This repository serves as a structured template, guiding users through essential topics in software engineering, data science, machine learning, and finance. It combines certifications, curated resources, and hands-on projects.

This course in applied data science covers the theoretical foundations of advanced quantitative approaches in machine learning, econometrics, risk and portfolio management, algorithmic trading, and financial forecasting. (first taught at Virginia Tech in 2019)

Best free, open-source datasets for data science and machine learning projects. Top government data including census, economic, financial, agricultural, image datasets, labeled and unlabeled, autonomous car datasets, and much more. Data.gov NOAA - https://www.ncdc.noaa.gov/cdo-web/ atmospheric, ocean Bureau of Labor Statistics - https://www.bls.gov/data/ employment, inflation US Census Data - https://www.census.gov/data.html demographics, income, geo, time series Bureau of Economic Analysis - http://www.bea.gov/data/gdp/gross-dom... GDP, corporate profits, savings rates Federal Reserve - https://fred.stlouisfed.org/ curency, interest rates, payroll Quandl - https://www.quandl.com/ financial and economic Data.gov.uk UK Dataservice - https://www.ukdataservice.ac.uk Census data and much more WorldBank - https://datacatalog.worldbank.org census, demographics, geographic, health, income, GDP IMF - https://www.imf.org/en/Data economic, currency, finance, commodities, time series OpenData.go.ke Kenya govt data on agriculture, education, water, health, finance, … https://data.world/ Open Data for Africa - http://dataportal.opendataforafrica.org/ agriculture, energy, environment, industry, … Kaggle - https://www.kaggle.com/datasets A huge variety of different datasets Amazon Reviews - https://snap.stanford.edu/data/web-Am... 35M product reviews from 6.6M users GroupLens - https://grouplens.org/datasets/moviel... 20M movie ratings Yelp Reviews - https://www.yelp.com/dataset 6.7M reviews, pictures, businesses IMDB Reviews - http://ai.stanford.edu/~amaas/data/se... 25k Movie reviews Twitter Sentiment 140 - http://help.sentiment140.com/for-stud... 160k Tweets Airbnb - http://insideairbnb.com/get-the-data.... A TON of data by geo UCI ML Datasets - http://mlr.cs.umass.edu/ml/ iris, wine, abalone, heart disease, poker hands, …. Enron Email dataset - http://www.cs.cmu.edu/~enron/ 500k emails from 150 people From 2001 energy scandal. See the movie: The Smartest Guys in the Room. Spambase - https://archive.ics.uci.edu/ml/datase... Emails Jeopardy Questions - https://www.reddit.com/r/datasets/com... 200k Questions and answers in json Gutenberg Ebooks - http://www.gutenberg.org/wiki/Gutenbe... Large collection of books

This repository features data science projects focused on financial data analysis and forecasting. The projects apply machine learning algorithms to analyze stock market data, predict trends, and optimize investment strategies.

Syllabus and exercises for "Data Science for Finance," a course taught in the Masters of Financial Engineering program at UC Berkeley's Haas School of Business.

A Data Science pipeline for Algorithmic Trading: A comparative study in applications to Finance and cryptoeconomics

ML for GL - A complete Julialang ERP Data Science framework for Finance, Supply chain accounting

This repo contains the final project for the class Finance with Big Data, as part of the MSc in Data Science @ Bocconi University. The project consist of a smart contract which serves as a pool of funds that are allocated between different ERC-20 tokens using off-chain Markowitz portfolio optimization. In order to implement the optimization, the smart contract will communicate with a DEX and buy/sell ETH-based fixed rate lending/borrowing as risk-free assets.

Official repo for the work in the data science for finance coding Dojo please join our slack https://lnkd.in/eQ7s-JJ

💱Machine Learning, Artificial Intelligence, Data Science for Finance💱

Course repository---FINM 32900: Data Science for Finance

Here you can find what I have worked on so far. Mostly used my programming skills in Python for Finance topics but also playing around with Data Science Projects

Repository for the computational finance module in the Southampton Data Science Masters

An LLM-powered automated tutoring program that will converse with you on any given branch of topics (technical or soft). Has practical uses for Quantitative training in Finance, Economics training in Investment Banking, Software Engineering, or Data Science. Can teach basic STEM topics as well as the arts and humanities.

Data Science for Finance, course website

data science for economics and finance 의 공부 정리 아카이브입니다.

This repository contains the commented and updated python code taken from the book 'Machine Learning and Data Science Blueprints for Finance'.

My projects for Udacity Machine Learning Nanodegree (MLND) Program. The Machine Learning, Data Science and Deep Learning projects contained in this directory make use of tools such as Python, PyTorch, Sci-Kit Learn, AWS SageMaker, AWS Lambda, Amazon S3, Amazon API Gateway and XGBoost to implement machine learning solutions to different types of problems in areas such as business, finance and academia to name a few.

To predict Apple's stock price, we collected 12 years of data from Yahoo Finance, then applied Feature Engineering techniques and trained an LSTM Recurrent Neural Network using Tensor Flow-Keras. We utilized useful data science libraries and generated visualizations. With data from 1 Jan 2010 to 20 Jun 2022, we predicted the trends for July 2022.

IS525E Data Science for Business — Credit Card Fraud Detection using ML (Finance domain)

End-to-End data science project. Scrapes information from Yahoo finance regarding stock prices and build interactive web application for visualization, model building & evaluation

Repo to hold jupyter notebooks and related files for learning data science techniques in python - numpy, pandas, matplotlib etc

This is my repository where I store all my data science work outside of quantitative finance. Even my beginner programmer code! Just for fun and learning along the way. Enjoy :)

A comprehensive collection of 10 realistic synthetic datasets across different industries (Healthcare, Finance, Marketing, Supply Chain, Manufacturing, Retail, etc.) for data science education, machine learning practice, and research. Each dataset includes documentation, business context, and suggested tasks.

This repository full of ressources for analysing financial markets. Mainly on portfolio and quantitative modelling. Each folder has its documented and explained code with the required datasets to run the scripts correctly. Perfect for anyone keen to sharpen their finance skills with data science.

Data science tools for the Summer 2015 Hack Oregon Campaign finance project.

Repository created to gather some of the code written for the "Machine Learning Applications and Data Mining" course at the ICMC - University of São Paulo in 2019.