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Support Vector Machines are one of the most mysterious methods in Machine Learning. This StatQuest sweeps away the mystery ...

2-Minute crash course on Support Vector Machine, one of the simplest and most elegant classification methods in Machine ...

Support Vector Machines use kernel functions to do all the hard work and this StatQuest dives deep into one of the most popular: ...

SVM can only produce linear boundaries between classes by default, which not enough for most machine learning applications.

MIT 6.034 Artificial Intelligence, Fall 2010 View the complete course: http://ocw.mit.edu/6-034F10 Instructor: Patrick Winston In this ...

Support Vector Machines use kernel functions to do all the hard work and this StatQuest dives deep into one of the most popular: ...

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

MachineLearning #Deeplearning #SVM Support vector machine (SVM) is one of the best nonlinear supervised machine learning ...

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

One of the fundamental concepts in machine learning is Cross Validation. It's how we decide which machine learning method ...

The main ideas behind PCA are actually super simple and that means it's easy to interpret a PCA plot: Samples that are correlated ...

LDA is surprisingly simple and anyone can understand it. Here I avoid the complex linear algebra and use illustrations to show ...

When your Neural Network has more than one output, then it is very common to train with SoftMax and, once trained, swap ...

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

Is StatQuest book overrated?.. let's find out! 00:00 Intro 00:13 The Book! 00:37 The Content! 00:51The Surprise! 01:30 The Heart!

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

When most people want to learn about Naive Bayes, they want to learn about the Multinomial Naive Bayes Classifier - which ...