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[@quantscience_](/creator/twitter/quantscience_)
"🚨 NEW WORKSHOP TOMORROW: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. 👉 Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948114750279197168) 2025-07-23 20:15:25 UTC 59.1K followers, 3439 engagements


"This guy literally shows the code for a fully automated algorithmic trading system he's using for his hedge fund"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947688562675093506) 2025-07-22 16:01:54 UTC 59.1K followers, 7345 engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on August 7th. 👉 Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949079655304106250) 2025-07-26 12:09:36 UTC 59.1K followers, XXX engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on August 7th. 👉 Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948413789461717226) 2025-07-24 16:03:41 UTC 59.1K followers, 1026 engagements


"1. What Is Time Series Momentum Time Series Momentum (TSMOM) bets on trends continuing. If a stocks up buy more; if down sell. A 2011 study of XX assets proved it works"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945819376784961838) 2025-07-17 12:14:25 UTC 58.9K followers, 2259 engagements


"Myths of algorithmic trading: You need 100s of strategies You need XX months of research You need high-frequency trading The reality: You need X core strategies You need Python You need basic internet Don't believe everything you read"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1946906286307615111) 2025-07-20 12:13:25 UTC 59.1K followers, 13.9K engagements


"It uses three libraries: QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies QSWorkflow: Automate the end-to-end process Omega: Execute trades with Python Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947688565887947236) 2025-07-22 16:01:55 UTC 58.9K followers, XXX engagements


"8. Generative Adversarial Network (GAN) The future pattern of GS's stock should be more or less the same (unless something drastically changes). GAN will allow us to generate data in the future with a similar distribution to historical data"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944788158358450246) 2025-07-14 15:56:44 UTC 58.9K followers, 1561 engagements


"Stock Prediction AI: Using Machine Learning and Deep Learning to predict stock price movements in Python. The Python code is XXX% free on GitHub. Let's dive in (bookmark this):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944788073935507860) 2025-07-14 15:56:23 UTC 59.1K followers, 86.6K engagements


"🚨BREAKING: A new Python library for algorithmic trading. Introducing TensorTrade: An open-source Python framework for trading using Reinforcement Learning (AI)"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948718734471782437) 2025-07-25 12:15:26 UTC 59.1K followers, 93.2K engagements


"P.S. - Want Algorithmic Trading with Python tutorials every Sunday Register here to join our Sunday Quant Scientist Newsletter (it's free):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947635492419166648) 2025-07-22 12:31:01 UTC 58.8K followers, 1500 engagements


"P.S. - Want Algorithmic Trading with Python tutorials every Sunday Register here to join our Sunday Quant Scientist Newsletter (it's free):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947695888563917301) 2025-07-22 16:31:00 UTC 58.8K followers, 1393 engagements


"4. Create persistent high-performance OHLC & fundamentals pipelines X. Detect edge and validate with robust signal testing X. Develop a professional workflow for experiment tracking and continuous alpha generation"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942374946413408578) 2025-07-08 00:07:29 UTC 58.9K followers, XXX engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on August 7th. 👉 Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948776390418952646) 2025-07-25 16:04:32 UTC 59.1K followers, 1600 engagements


"This guy is insane. He literally just showed how to bundle XX million rows. And run a backtest in X minutes:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948049637555786092) 2025-07-23 15:56:41 UTC 59.1K followers, 4973 engagements


"There are X main areas that smart investors care about: X. Profits (Returns) X. Risks X. Drawdowns Let's break them down using the snapshot:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1943702939383505262) 2025-07-11 16:04:27 UTC 59K followers, XXX engagements


"Top XX Algorithmic Trading Strategies (and how they work) 🧵"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1946189562872508660) 2025-07-18 12:45:24 UTC 59.1K followers, 29.9K engagements


"3. APIs To access the APIs you will need a client id and secret. These are available to institutional clients of Goldman Sachs"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948776375818633294) 2025-07-25 16:04:29 UTC 59.1K followers, XXX engagements


"FinViz: A financial Visualization and Screening Tool Available in Python. This is how:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1946542883273658618) 2025-07-19 12:09:23 UTC 59.1K followers, 29.7K engagements


"4. ⚠Caution: skfolio is very new. Because of this the API is still changing. You can still use it but the first stable version is targeted for late 2025. That's when we will move Skfolio from dev to our stable Python Quant Stack (we use in production trading systems)"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949079639529259048) 2025-07-26 12:09:32 UTC 59.1K followers, XXX engagements


"The math behind the Quant Scientist Stack: SciPy: $X Zipline: $X Python: $X NumPy: $X PyFolio: $X pandas : $X OpenBB: $X Empyrical: $X AlphaLens: $X Statsmodels: $X RiskFolio-Lib: $X You can start algorithmic trading for free"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1946601275694436493) 2025-07-19 16:01:24 UTC 59.1K followers, 31.1K engagements


"For more information on Skfolio check out the package documentation here:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949079645904568703) 2025-07-26 12:09:34 UTC 59.1K followers, XXX engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. 👉 Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944732713480552596) 2025-07-14 12:16:24 UTC 58.8K followers, 4192 engagements


"🚨BREAKING: A new Python library for algorithmic trading. Introducing TensorTrade: An open-source Python framework for trading using Reinforcement Learning (AI)"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944064576703574437) 2025-07-12 16:01:28 UTC 59.1K followers, 179.9K engagements


"pandas-datareader pandas-datareader used to be part of the pandas project. Now an independent project. Includes data for stocks FX economic indicators Fama-French factors and many others"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097129015308747) 2025-07-15 12:24:28 UTC 58.9K followers, 2299 engagements


"1. GS Quant: GS Quant is a Python toolkit for quantitative finance created on top of one of the worlds most powerful risk transfer platforms"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948776361969005052) 2025-07-25 16:04:25 UTC 59.1K followers, 1098 engagements


"1. Build your own Python-powered quantamental trading system X. Deploy live strategies with automated risk controls and real P&L tracking X. Leverage our proprietary software stack (18 months in development)"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942374937693442456) 2025-07-08 00:07:27 UTC 58.9K followers, XXX engagements


"P.S. - Want Algorithmic Trading with Python tutorials every Sunday Register here to join our Sunday Quant Scientist Newsletter (it's free):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945512938103554450) 2025-07-16 15:56:44 UTC 58.8K followers, XXX engagements


"Machine learning techniques and data for stock market forecasting. (A free 41-page PDF) 👇"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945151739440607622) 2025-07-15 16:01:28 UTC 59.1K followers, 45.2K engagements


"He's using four libraries: QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies QSWorkflow: Automate the end-to-end process Omega: Execute trades with Python Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947330396955287783) 2025-07-21 16:18:40 UTC 58.8K followers, 1928 engagements


"OpenBB: A free alternative to the $20000 Bloomberg Terminal Available XXX% free on GitHub:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944732701510001041) 2025-07-14 12:16:22 UTC 59.1K followers, 87.3K engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. 👉 Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947008741657690216) 2025-07-20 19:00:32 UTC 59.1K followers, 4821 engagements


"3. Backtest Reports One of the things I love is the backtest report. QF-Lib exports detailed backtest reports. Learn more:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949138086622867782) 2025-07-26 16:01:47 UTC 59.1K followers, XXX engagements


"🚨 PYTHON ALGO TRADING WORKSHOP: Learn how we built our hedge fund QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies Omega: Automate trade execution with Python 👉 Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949138094579392596) 2025-07-26 16:01:49 UTC 59.1K followers, XXX engagements


"This guy literally explains how to build an algorithmic trading hedge fund from scratch in under X minutes. This is crazy:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947633902870286392) 2025-07-22 12:24:42 UTC 59.1K followers, 13.8K engagements


"It uses three libraries: QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies QSWorkflow: Automate the end-to-end process Omega: Execute trades with Python Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948049640441446746) 2025-07-23 15:56:41 UTC 59K followers, XXX engagements


"Financial Statement Analysis with Large Language Models (LLMs) A 54-page PDF:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945458749000266177) 2025-07-16 12:21:25 UTC 59.1K followers, 37.2K engagements


"*Using Mathematics to Make Money* by legend Jim Simons. 8-page PDF free for download:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944425681871327491) 2025-07-13 15:56:22 UTC 59K followers, 59.9K engagements


"A XX page PDF explains the secrets of one of the top strategies used by hedge funds: Pairs Trading Here's everything you need to know in X minutes: 🧵"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945512878926147805) 2025-07-16 15:56:30 UTC 59.1K followers, 33.7K engagements


"Two books all systematic investors need on their bookshelves. They clearly explain how to implement winning systematic strategies"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945877013069287673) 2025-07-17 16:03:27 UTC 59.1K followers, 17.2K engagements


"8. gs-quant Python toolkit for quantitative finance"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1917554908351414495) 2025-04-30 12:21:31 UTC 59K followers, XXX engagements


"This guy is insane. He literally just showed how to bundle XXX million rows and run a Zipline backtest in X minutes"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947392266898694603) 2025-07-21 20:24:31 UTC 59.1K followers, 14.7K engagements


"Python libraries that all algorithmic traders need to know in 2025: 🧵"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942976132040511680) 2025-07-09 15:56:23 UTC 58.9K followers, 9720 engagements


"2. User Guide The User Guide has navigation separated by the key features. Here's an example from the Optimization User Guide. 👇"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949079623293112585) 2025-07-26 12:09:28 UTC 59.1K followers, XXX engagements


"@virattt 🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 9th. 👉 Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1941889025096249546) 2025-07-06 15:56:36 UTC 58.9K followers, 1377 engagements


"The algorithmic trading starter pack: Markets: Economics Microstructure Math: Calculus Linear algebra Programming: SQL Python You need different combinations of skills depending on what you want to do"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1946239653897478314) 2025-07-18 16:04:27 UTC 59.1K followers, 7818 engagements


"It uses three Python libraries: QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies QSWorkflow: Automate the end-to-end process Omega: Execute trades with Python Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947995557353373842) 2025-07-23 12:21:47 UTC 59K followers, XXX engagements


"2. Goals: GS Quant is designed to accelerate the development of quantitative trading strategies and risk management solutions crafted over XX years of experience navigating global markets"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948776370542198945) 2025-07-25 16:04:27 UTC 59.1K followers, 1066 engagements


"This guy literally shows the code for how to automate ingesting 90000000 rows of financial data for his quant hedge fund:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947995550357283322) 2025-07-23 12:21:45 UTC 59.1K followers, 8898 engagements


"A 23-page research paper reveals the number X method Hedge Funds use to beat the market: Time Series Momentum This is how: 🧵"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945819368400540043) 2025-07-17 12:14:23 UTC 59.1K followers, 60.6K engagements


"🚨Introducing QF-Lib A Python library for Quant Finance. Here's everything you need to know. (a thread) 🧵"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948356087712813448) 2025-07-24 12:14:24 UTC 59.1K followers, 27.5K engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 9th. 👉 Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942615047005487575) 2025-07-08 16:01:33 UTC 58.9K followers, 1417 engagements


"🚨 Python Algo Trading Workshop on Wednesday: Learn how we built our hedge fund QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies Omega: Automate trade execution with Python 👉 Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1942297923485597835) 2025-07-07 19:01:25 UTC 59.1K followers, 24.6K engagements


"🚨 BREAKING: I just stumbled upon this Machine Learning Python library for Algorithmic Trading that looks insane. It's called AlphaPy. This is what it does:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948413738270261379) 2025-07-24 16:03:29 UTC 59.1K followers, 22.4K engagements


"🚨 LIVE WORKSHOP THURSDAY: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. 👉 Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947735582697771211) 2025-07-22 19:08:44 UTC 58.9K followers, 3277 engagements


"🚨BREAKING: Introducing QF-Lib A new Python library for Quant Finance. Here's everything you need to know. (a thread) 🧵"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949138059775074464) 2025-07-26 16:01:41 UTC 59.1K followers, 12.8K engagements


"🚨 NEW WORKSHOP THURSDAY: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on July 24th. 👉 Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947420925827141901) 2025-07-21 22:18:24 UTC 58.9K followers, 4756 engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system in Python: - QSConnect & Pandas - QSResearch & Scikit Learn - QSAutomate - Omega & IBKR 👉 Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949184330216980687) 2025-07-26 19:05:33 UTC 59.1K followers, 2061 engagements


"🚨 Introducing Goldman Sachs GS-Quant A Python quant toolkit made by Goldman Sachs. This is what you need to know: (a thread 🧵)"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948776352926085363) 2025-07-25 16:04:23 UTC 59.1K followers, 25.8K engagements


"IBApi The official API for Interactive Brokers provides access to all the data available through IB. Replaces IBPy"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097131968069691) 2025-07-15 12:24:29 UTC 58.9K followers, 2310 engagements


"This guy literally explains how to build an algorithmic trading hedge fund from scratch in under X minutes. This is crazy:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947330393830470076) 2025-07-21 16:18:40 UTC 59.1K followers, 43.6K engagements


"3. Skfolio doesn't skimp on Examples. The doc's feature: X. Mean-Risk Optimization X. Risk Budgeting X. Max Diversification X. Robust CVaR X. Hierarchical Clustering X. Ensemble Optimizations"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949079631530778753) 2025-07-26 12:09:30 UTC 59.1K followers, XXX engagements


"P.S. - Want Algorithmic Trading with Python tutorials every Sunday Register here to join our Sunday Quant Scientist Newsletter (it's free):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949084988239978994) 2025-07-26 12:30:48 UTC 59.1K followers, 1286 engagements


"Time Series Momentum. A 23-page PDF. Here are the best parts:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947269438664851624) 2025-07-21 12:16:27 UTC 59.1K followers, 18.9K engagements


"12 Python libraries for free market data everyone should know:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945097122455433442) 2025-07-15 12:24:26 UTC 59.1K followers, 67.6K engagements


"A 23-page research paper reveals the number X method Hedge Funds use to beat the market: Time Series Momentum This is how: 🧵"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1938932735109652649) 2025-06-28 12:09:22 UTC 59.1K followers, 225.2K engagements


"P.S. - Want Algorithmic Trading with Python tutorials every Sunday Register here to join our Sunday Quant Scientist Newsletter (it's free):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947424055767805991) 2025-07-21 22:30:50 UTC 58.8K followers, 1535 engagements


"Look at this guy. He literally is sharing how he deployed his hedge fund live. 90000000 rows of data to a backtest in under X minutes"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1941832896211263508) 2025-07-06 12:13:34 UTC 58.8K followers, 16.8K engagements


"🚨 WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have an unfair advantage: better tools & faster execution. That ends on July 24th. 👉 Register here to learn how with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1945573274970120673) 2025-07-16 19:56:30 UTC 59K followers, 8289 engagements


"JP Morgan's Python training. Available XXX% for free:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1944369571730780346) 2025-07-13 12:13:25 UTC 59.1K followers, 154.5K engagements


"Performance: Here's a performance chart of a reward-optimized example"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948718784673386630) 2025-07-25 12:15:38 UTC 59.1K followers, 1736 engagements


"🚨 NEW WORKSHOP: How I built an automated algorithmic trading system with Python. Hedge funds have better tools & faster execution. That ends on August 7th. 👉 Register here to learn how to compete in an unfair game with Python (500 seats):"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1948718795687620867) 2025-07-25 12:15:40 UTC 59.1K followers, 2328 engagements


"Myth: Algorithmic trading is reserved for Ph.D.s at Goldman Sachs and Renaissance Technologies. Fact: Anyone can get started with algorithmic trading"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1946962418703204843) 2025-07-20 15:56:28 UTC 59.1K followers, 24.6K engagements


"He's using four libraries: QSConnect: Build your quant research database QSResearch: Research and run machine learning strategies QSWorkflow: Automate the end-to-end process Omega: Execute trades with Python Get the system:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1947633906074763653) 2025-07-22 12:24:43 UTC 58.8K followers, XXX engagements


"🚨Introducing skfolio A new Python library for portfolio optimization. built on top of Scikit Learn. This is what you need to know:"  
![@quantscience_ Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1683526993059430411.png) [@quantscience_](/creator/x/quantscience_) on [X](/post/tweet/1949079604003533283) 2025-07-26 12:09:24 UTC 59.1K followers, 8379 engagements