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8,411 results
Decision trees are part of the foundation for Machine Learning. Although they are quite simple, they are very flexible and pop up in ...
1,138,517 views
4 years ago
This is just a short follow up to last week's StatQuest where we introduced decision trees. Here we show how decision trees deal ...
240,454 views
7 years ago
Regression Trees are one of the fundamental machine learning techniques that more complicated methods, like Gradient Boost, ...
784,839 views
6 years ago
Download slides from here: https://drive.google.com/file/d/0BwkBn0oFDraSX2hIRTVVWXlnQlE/view?usp=sharing.
235,531 views
12 years ago
... we look into the simple yet powerful Decision Tree algortihm. We will learn step by step how they learn, how the tree is formed, ...
32,701 views
People often ask why Lasso Regression can make parameter values equal 0, but Ridge Regression can not. This StatQuest ...
324,431 views
5 years ago
The importance of decision trees and the practical application of classification and regression trees (CART). Watch this video to ...
392,587 views
8 years ago
A video about decision trees, and how to train them on a simple example. Accompanying blog post: ...
19,579 views
3 years ago
1:05:53 Ensembling 1:09:15 Bagging 1:15:30 Random forests 1:19:12 Decision trees & random forests: some pros and cons.
26,445 views
Classification models: Logistic Regression, Naive Bayes. Models used for both: Decision Tree, Random Forest, Support Vector ...
419,797 views
11 months ago
Decision tree algorithm is used to solve classification problem in machine learning domain. In this tutorial we will solve employee ...
635,592 views
Decision Trees are Machine Learning Models that are very good at predicting US State Voting Patterns, i.e. whether a state is red ...
53,086 views
CART, Classification and Regression Trees is a family of Supervised Machine Learning Algorithms. Follow this link for an entire ...
48,156 views
Random Forests make a simple, yet effective, machine learning method. They are made out of decision trees, but don't have the ...
1,383,387 views
MachineLearning #Deeplearning #DataScience Decision tree organizes a series rules in a tree structure. It is one of the most ...
190,573 views
NOTE: You can support StatQuest by purchasing the Jupyter Notebook and Python code seen in this video here: ...
211,284 views
Here, I've explained Decision Trees in great detail. You'll also learn the math behind splitting the nodes. The next video will show ...
899,266 views
Pruning Regression Trees is one the most important ways we can prevent them from overfitting the Training Data. This video ...
287,074 views
Entropy is a fundamental concept in Data Science because it shows up all over the place - from Decision Trees, to similarity ...
824,832 views
For more information about Stanford's Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai ...
230,200 views
Bias and Variance are two fundamental concepts for Machine Learning, and their intuition is just a little different from what you ...
1,628,600 views
It's really just a simple twist on decision trees and random forests. NOTE: This video assumes you already know about Decision ...
907,368 views
Gradient Boost is one of the most popular Machine Learning algorithms in use. And get this, it's not that complicated! This video is ...
996,472 views
Logistic regression is a traditional statistics technique that is also very popular as a machine learning tool. In this StatQuest, I go ...
2,634,329 views
Bootstrapping is one of the simplest, yet most powerful methods in all of statistics. It provides us an easy way to get a sense of ...
582,040 views
