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StatQuest with Josh Starmer
Decision and Classification Trees, Clearly Explained!!!

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

18:08
Decision and Classification Trees, Clearly Explained!!!

1,119,728 views

4 years ago

StatQuest with Josh Starmer
Regression Trees, Clearly Explained!!!

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

22:33
Regression Trees, Clearly Explained!!!

778,695 views

6 years ago

StatQuest with Josh Starmer
StatQuest: Random Forests Part 1 - Building, Using and Evaluating

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

9:54
StatQuest: Random Forests Part 1 - Building, Using and Evaluating

1,373,656 views

7 years ago

StatQuest with Josh Starmer
StatQuest: Decision Trees, Part 2 - Feature Selection and Missing Data

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

5:16
StatQuest: Decision Trees, Part 2 - Feature Selection and Missing Data

237,376 views

7 years ago

StatQuest with Josh Starmer
How to Prune Regression Trees, Clearly Explained!!!

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

16:15
How to Prune Regression Trees, Clearly Explained!!!

284,505 views

6 years ago

People also watched

Stanford Online
Lecture 10 - Decision Trees and Ensemble Methods | Stanford CS229: Machine Learning (Autumn 2018)

For more information about Stanford's Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai ...

1:20:41
Lecture 10 - Decision Trees and Ensemble Methods | Stanford CS229: Machine Learning (Autumn 2018)

225,872 views

5 years ago

codebasics
Machine Learning Tutorial Python - 9  Decision Tree

Decision tree algorithm is used to solve classification problem in machine learning domain. In this tutorial we will solve employee ...

14:46
Machine Learning Tutorial Python - 9 Decision Tree

631,366 views

7 years ago

Augmented AI
Decision Tree (CART) - Machine Learning Fun and Easy

The importance of decision trees and the practical application of classification and regression trees (CART). Watch this video to ...

8:46
Decision Tree (CART) - Machine Learning Fun and Easy

392,237 views

8 years ago

Mısra Turp
How Do Decision Trees Work (Simple Explanation) - Learning and Training Process

... (free) - https://misraturp.gumroad.com/l/pandascs In this video, we look into the simple yet powerful Decision Tree algortihm.

31:44
How Do Decision Trees Work (Simple Explanation) - Learning and Training Process

32,387 views

4 years ago

StatQuest with Josh Starmer
Odds and Log(Odds), Clearly Explained!!!

The odds aren't as odd as you might think, and the log of the odds is even simpler! This StatQuest covers those subjects so that ...

11:31
Odds and Log(Odds), Clearly Explained!!!

416,497 views

7 years ago

Jalayer Academy
CART Regression Trees Algorithm - Excel part 1

CART, Classification and Regression Trees is a family of Supervised Machine Learning Algorithms. Follow this link for an entire ...

23:37
CART Regression Trees Algorithm - Excel part 1

48,125 views

7 years ago

AI For Beginners
All Machine Learning Models Clearly Explained!

Classification models: Logistic Regression, Naive Bayes. Models used for both: Decision Tree, Random Forest, Support Vector ...

22:23
All Machine Learning Models Clearly Explained!

397,324 views

10 months ago

Serrano.Academy
Decision trees - A friendly introduction

A video about decision trees, and how to train them on a simple example. Accompanying blog post: ...

22:23
Decision trees - A friendly introduction

19,233 views

3 years ago

3Blue1Brown
Bayes theorem, the geometry of changing beliefs

Perhaps the most important formula in probability. Help fund future projects: https://www.patreon.com/3blue1brown An equally ...

15:11
Bayes theorem, the geometry of changing beliefs

5,503,127 views

6 years ago

Ibrahim Almosallam
شجرة القرارات - Decision Trees

Download slides from here: https://drive.google.com/file/d/0BwkBn0oFDraSX2hIRTVVWXlnQlE/view?usp=sharing.

22:12
شجرة القرارات - Decision Trees

229,874 views

12 years ago

Intuitive Machine Learning
Decision Tree: Important things to know

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

4:24
Decision Tree: Important things to know

185,771 views

5 years ago

Normalized Nerd
Decision Tree Classification Clearly Explained!

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

10:33
Decision Tree Classification Clearly Explained!

892,789 views

4 years ago

StatQuest with Josh Starmer
Classification Trees in Python from Start to Finish

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

1:06:24
Classification Trees in Python from Start to Finish

210,278 views

5 years ago

StatQuest with Josh Starmer
Entropy (for data science) Clearly Explained!!!

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

16:35
Entropy (for data science) Clearly Explained!!!

815,106 views

4 years ago

StatQuest with Josh Starmer
Bootstrapping Main Ideas!!!

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 ...

9:27
Bootstrapping Main Ideas!!!

576,517 views

4 years ago

StatQuest with Josh Starmer
Gradient Boost Part 1 (of 4): Regression Main Ideas

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

15:52
Gradient Boost Part 1 (of 4): Regression Main Ideas

988,330 views

6 years ago

StatQuest with Josh Starmer
StatQuest: Logistic Regression

Logistic regression is a traditional statistics technique that is also very popular as a machine learning tool. In this StatQuest, I go ...

8:48
StatQuest: Logistic Regression

2,614,949 views

7 years ago

IBM Technology
What is Random Forest?

Learn about watsonx: https://ibm.biz/BdvxRb Can't see the random forest for the search trees? What IS a "random forest" anyway?

5:21
What is Random Forest?

256,666 views

3 years ago

StatQuest with Josh Starmer
AdaBoost, Clearly Explained

It's really just a simple twist on decision trees and random forests. NOTE: This video assumes you already know about Decision ...

20:54
AdaBoost, Clearly Explained

900,855 views

6 years ago

StatQuest with Josh Starmer
Machine Learning Fundamentals: Bias and Variance

Bias and Variance are two fundamental concepts for Machine Learning, and their intuition is just a little different from what you ...

6:36
Machine Learning Fundamentals: Bias and Variance

1,611,232 views

7 years ago