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Decision trees are part of the foundation for Machine Learning. Although they are quite simple, they are very flexible and pop up in ...

Regression Trees are one of the fundamental machine learning techniques that more complicated methods, like Gradient Boost, ...

This is just a short follow up to last week's StatQuest where we introduced decision trees. Here we show how decision trees deal ...

Entropy is a fundamental concept in Data Science because it shows up all over the place - from Decision Trees, to similarity ...

Random Forests make a simple, yet effective, machine learning method. They are made out of decision trees, but don't have the ...

MachineLearning #Deeplearning #DataScience Decision tree organizes a series rules in a tree structure. It is one of the most ...

Pruning Regression Trees is one the most important ways we can prevent them from overfitting the Training Data. This video ...

Here, I've explained Decision Trees in great detail. You'll also learn the math behind splitting the nodes. The next video will show ...

NOTE: You can support StatQuest by purchasing the Jupyter Notebook and Python code seen in this video here: ...

Gradient Boost is one of the most popular Machine Learning algorithms in use. And get this, it's not that complicated! This video is ...