Master Algorithmic Trading with Machine Learning & Python: Boost Your Financial Success ๐Ÿ“ˆ

Unlock the power of machine learning and quantitative strategies in this in-depth algorithmic trading course. Learn three innovative trading methods to elevate your investing game and maximize profits.

Master Algorithmic Trading with Machine Learning & Python: Boost Your Financial Success ๐Ÿ“ˆ
freeCodeCamp.org
1.2M views โ€ข Oct 26, 2023
Master Algorithmic Trading with Machine Learning & Python: Boost Your Financial Success ๐Ÿ“ˆ

About this video

In this comprehensive course on algorithmic trading, you will learn about three cutting-edge trading strategies to enhance your financial toolkit. In the first module, you'll explore the Unsupervised Learning Trading Strategy, utilizing S&P 500 stocks data to master features, indicators, and portfolio optimization.

Next, you'll leverage the power of social media with the Twitter Sentiment Investing Strategy, ranking NASDAQ stocks based on engagement and evaluating performance against the QQQ return. Lastly, the Intraday Strategy will introduce you to the GARCH model, combining it with technical indicators to capture both daily and intraday signals for potential lucrative positions.

โœ๏ธ Course developed by @luke_hardy

๐Ÿ’ป Code and course resources: https://github.com/Luchkata/Algorithmic_Trading_Machine_Learning/tree/main

๐Ÿ”— You can sign up for the data API used here: https://intelligence.financialmodelingprep.com/pricing-plans?couponCode=lachezaryt&utm_source=youtube&utm_medium=youtube&utm_campaign=lachezarfcc

๐Ÿ”— Learn more about Lachezar and Quantitative Trading with Python here: https://www.quantfactory.ai/p/become-a-quant-trader1

โค๏ธ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba)

โญ๏ธ Contents โญ๏ธ
0:00:00 - Algorithmic Trading & Machine Learning Fundamentals
0:15:25 - Building An Unsupervised Learning Trading Strategy
2:05:08 - Building A Twitter Sentiment Investing Strategy
2:28:08 - Building An Intraday Strategy Using GARCH Model

๐ŸŽ‰ Thanks to our Champion and Sponsor supporters:
๐Ÿ‘พ davthecoder
๐Ÿ‘พ jedi-or-sith
๐Ÿ‘พ ๅ—ๅฎฎๅƒๅฝฑ
๐Ÿ‘พ Agustรญn Kussrow
๐Ÿ‘พ Nattira Maneerat
๐Ÿ‘พ Heather Wcislo
๐Ÿ‘พ Serhiy Kalinets
๐Ÿ‘พ Justin Hual
๐Ÿ‘พ Otis Morgan
๐Ÿ‘พ Oscar Rahnama

--

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Video Information

Views

1.2M

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19.9K

Duration

02:59:20

Published

Oct 26, 2023

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