Regression Trees, Clearly Explained!!!

Regression Trees are one of the fundamental machine learning techniques that more complicated methods, like Gradient Boost, are based on. They are useful for times when there isn't an obviously linear relationship between what you want to predict, and the things you are using to make the...

Intermediate - 23 min - AI & Data - StatQuest with Josh Starmer

The full course: Learn Machine Learning Foundations free

What you'll need

• Laptop stand: Screen at eye level for long study sessions.
• Noise-cancelling headphones: Focus through long video lessons.
• Second monitor: Video on one screen, practice on the other.
• Wireless keyboard and mouse: Comfortable for hours of typing.

Books

1. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron - View on Amazon
2. The Hundred-Page Machine Learning Book by Andriy Burkov - View on Amazon
3. An Introduction to Statistical Learning by Gareth James - View on Amazon
4. Introduction to Machine Learning with Python by Andreas C. Mueller - View on Amazon
5. The Alignment Problem by Brian Christian - View on Amazon
6. Machine learning by Kevin P. Murphy - View on Amazon

Next lessons

• Harvard CS50’s Artificial Intelligence with Python – Full University Course (711 min, freeCodeCamp.org, Intermediate)
• Machine Learning Course for Beginners (592 min, freeCodeCamp.org, Beginner)
• Python Machine Learning Tutorial (Data Science) (50 min, Programming with Mosh, Intermediate)
• Entropy (for data science) Clearly Explained!!! (17 min, StatQuest with Josh Starmer, Intermediate)
• AI, Machine Learning, Deep Learning and Generative AI Explained (10 min, IBM Technology, Intermediate)
• AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science (622 min, freeCodeCamp.org, Intermediate)
• Data Science Projects For Resume | Machine Learning Projects With Source Code (14 min, codebasics, Intermediate)
• Machine Learning for Everybody – Full Course (234 min, freeCodeCamp.org, Intermediate)