This video explains the two most famous and common procedures—cross-validation and Bootstrap.
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This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This section explains the basics of...

In this final lab, you will learn about ROC-AUC (Receiver Operating Characteristic Curve-Area Under Curve).
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This clip is from the chapter "Labs" of the series "Fundamentals of Machine Learning".This section explains the...

This video explains a lab session on random forests and a review of decision trees.
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This clip is from the chapter "Labs" of the series "Fundamentals of Machine Learning".This section explains the various lab exercises on...

This video explains a lab session on neural networks and Multilayer Perceptron (MLP) models.
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This clip is from the chapter "Labs" of the series "Fundamentals of Machine Learning".This section explains the various lab...

This video explains model selection and regularization.
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This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This section explains the basics of statistical learning, sampling, and...

This video explains a brief history of where machine learning started.
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This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This section explains the basics of statistical learning,...

This video introduces you to deep learning, artificial neural networks, recurrent neural networks, and more.
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This clip is from the chapter "Lectures" of the series "Fundamentals of Machine Learning".This section explains the...

This video continues the lab from neural networks and will have a look at convolutional neural networks.
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This clip is from the chapter "Labs" of the series "Fundamentals of Machine Learning".This section explains the various...

Here's the standard high school history class summary of the Soviet Union: The Union of Soviet Socialist Republics (USSR) was a communist state from 1922 to 1991 and was a big rival of the US from WWII to the end of the '80s. But what...