Quant Science
Quant trader/educator discussing algorithmic strategies (e.g., time‑series momentum) and portfolio construction—advanced market methods adjacent to derivatives.
Top Factor #3 Drives 10X Stock Returns
The secret of hedge funds is revealed in a 41-page PDF: This paper analyzed 464 stocks that 10X-ed over a 24-year period. Here are the best factors that drive outperformance: (number 3 is the best 🧵)
Free Open‑Source AI‑Powered Quant Trading System in Python
Some guy made a quant trading system that uses AI, real-time data processing, and risk management. Then open sourced it for free in Python. Here it is:
Free Bloomberg Terminal Built in Minutes, No Setup
A Bloomberg Terminal costs $30,000 a year. Someone just built one for free. In minutes. With no local setup.
AI Reads Candlesticks Like GPT, Beats Models 93%
🚨 Someone built an AI that reads candlestick charts the way GPT reads English. Trained on 12 billion records from 45 exchanges. Outperforms every model by 93%. Live BTC demo. Free.
Hedge Funds Beat Market Using Time-Series Momentum
A 23-page research paper reveals the number 1 method Hedge Funds use to beat the market: Time Series Momentum This is how: 🧵
Free Open‑Source Bloomberg Terminal Clone Released
This guy made a Bloomberg Terminal clone. Then open sourced it (for free). Get it here:
Free Python Crypto Bot with Backtesting & Machine Learning
Crypto trading bot with backtesting and machine learning in Python Get it here for free:
Top 12 Books
12 books to master 3 skills: If you're into books about quant finance, algorithmic trading, and market data analysis, here are 46 of the best:
Free Code Bridges ML Theory to Finance Practice
Free code from the book: Machine Learning in Finance: From Theory to Practice This book integrates machine learning with quantitative finance, focusing on how theoretical frameworks inform data modeling and financial decision-making processes. Get the code here:
Free Python Algorithmic Trading Workshop – April 16
Want to learn Algorithmic Trading Strategies (that actually work)? On April 16th, we are hosting a free workshop to help you get started with algorithmic trading with Python. Register here (500 seats): https://learn.quantscience.io/join
Top Machine Learning Use Cases in Finance & Trading
159 page PDF download. The best examples of how machine learning is used in finance and algorithmic trading. Grab the paper here:
Free Python AI Predicts Stock Prices with ML/DL
Stock Prediction AI: Using Machine Learning and Deep Learning to predict stock price movements in Python. The Python code is 100% free on GitHub. Let's dive in (bookmark this):
Open‑source AI‑powered Real‑time Quant Trading System Released
Some guy made a quant trading system that uses AI, real-time data processing, and risk management. Then open sourced it for free in Python. Here it is:
Python Reduces Portfolio Optimization to Four Lines
Stop trading with Excel. Start trading with Python. Portfolio optimization is literally 4 lines of Python code:
Inside Hedge Funds' Secret Market Regime Detection Method
The secret hedge funds use to detect market regimes... A 37 page PDF reveals everything:
Create Your Own Algo Trading Analyzer Using Claude Code
How to build your own algorithmic trading analyzer with Claude Code. (bookmark this for later)
Build a Mini Hedge Fund Using Python Algorithms
How to create your own "mini" hedge fund with algorithmic trading and Python A thread 🧵
Beat 2025 Quant Hedge Returns in 2026
2025 quant hedge fund returns. And you think you cannot compete in 2026? You can, this is how:
Build a Python Algo Yielding 472% Returns
How to make a simple algorithmic trading strategy with a 472% return using Python. A thread. 🧵
Hedge Funds' Top Edge: Time Series Momentum
A 23-page research paper reveals the number 1 method Hedge Funds use to beat the market: Time Series Momentum This is how: 🧵
Seek Uncorrelated Returns to Reduce Risk, Dalio Shows
According to Ray Dalio, the easiest way to adjust for risk is to seek uncorrelated returns. Ray's made billions from a simple idea. Here's how to do it in a few lines of Python code:
All Hedge Fund Algorithms Revealed in 151 Strategies
This paper unlocks every algorithm used by hedge funds. 151 trading strategies. Get it here (361 page PDF):
Free Open‑Source Bloomberg Terminal Clone Released
This guy made a Bloomberg Terminal clone. Then open sourced it (for free). Get it here:
Sharpe Ratio Misleads: It Masks Fat Tails and Upside
You're being lied to by a number. The Sharpe Ratio looks like risk management. It isn't. It's a single statistic that hides fat tails, punishes upside, and assumes your returns are normally distributed. They aren't. Here's why it breaks — and what professionals use instead:
Investors Misinterpret the Efficient Frontier’s Real Meaning
There's a curve in finance that most investors get wrong. It's called the efficient frontier. Markowitz defined it in 1952. Most investors still don't understand what it means in practice. Here's what they get wrong:
Claude Turns Real Financial Analyst with Stock Data Server
Claude just became a financial analyst. Not metaphorically. Literally. MCP server for stock market data:
Free Deep Pairs Trading Strategy Threatens Hedge Funds
Hedge funds are worried. Stat arb is now available to the masses. Some guy just published the most in-depth pairs trading strategy I've ever seen. 100% free
Creator Launches Open-Source AI Hedge Fund for All
This guy made an AI Hedge Fund... Then open-sourced it for everyone to use. This is the story.
Volatility Strategies Open to Retail via Free PDF
Jane Street, AQR, Ren Tech... All use volatility. Retail was locked out... until now. A 327 page PDF was just released. For free:
Upgrade Your Trading: Switch From Excel to Python
Stop trading in Excel like it’s 2009. Start using Python + ChatGPT. Here's 7 small steps:
Master End-to-End Python Algo Trading: Roadmap, Skills, Tools
Build an End-to-End Python Algorithmic Trading System (complete roadmap + skills + tools) Bookmark this.
Python Reduces Portfolio Optimization to Four Lines
Stop trading with Excel. Start trading with Python. Portfolio optimization is literally 4 lines of Python code:
Inside Hedge Funds' Secret Method for Detecting Market Regimes
The secret hedge funds use to detect market regimes... A 37 page PDF reveals everything:
Build a Mini Hedge Fund Using Python Algorithms
How to create your own "mini" hedge fund with algorithmic trading and Python A thread 🧵
Build an Algo Trading Hedge Fund in Six Minutes
This guy literally explains how to build an algorithmic trading hedge fund from scratch in under 6 minutes. This is crazy: