Intro to Machine Learning

These videos are part of an online course, Intro to Machine Learning. Check out the course here: https://www.udacity.com/course/ud120. This course was design...

			Introduction - Intro to Machine Learning by Udacity			2:39
			Introduction Part II - Intro to Machine Learning by Udacity			1:09
			Introduction Pt. III - Intro to Machine Learning by Udacity			0:46
			Pre-reqs - Intro to Machine Learning by Udacity			0:58
			ML in The Google Self-Driving Car by Udacity			2:13
			Quiz - Intro to Machine Learning by Udacity			1:40
			Solution - Intro to Machine Learning by Udacity			1:07
			Supervised Classification Example Quiz - Intro to Machine Learning by Udacity			0:45
			Supervised Classification Example - Intro to Machine Learning by Udacity			1:08
			Features and Labels Musical Example by Udacity			1:08
			Features Visualization Quiz - Intro to Machine Learning by Udacity			1:04
			Features Visualization Solution - Intro to Machine Learning by Udacity			0:11
			Classification By Eye Quiz - Intro to Machine Learning by Udacity			0:26
			Classification By Eye Solution - Intro to Machine Learning by Udacity			0:31
			Intro To Stanley Terrain Classification by Udacity			0:45
			Speed Scatterplot: Grade and Bumpiness - Intro to Machine Learning by Udacity			1:28
			Speed Scatterplot: Grade and Bumpiness - Intro to Machine Learning by Udacity			0:05
			Speed Scatterplot 2 - Intro to Machine Learning by Udacity			0:07
			Speed Scatterplot 2 - Intro to Machine Learning by Udacity			0:09
			Speed Scatterplot 3 - Intro to Machine Learning by Udacity			0:07
			Speed Scatterplot 3 - Intro to Machine Learning by Udacity			0:35
			Scatterplots to Predictions - Intro to Machine Learning by Udacity			0:34
			Scatterplots to Predictions - Intro to Machine Learning by Udacity			0:08
			Scatterplots to Predictions 2 - Intro to Machine Learning by Udacity			0:10
			Scatterplots to Predictions 2 - Intro to Machine Learning by Udacity			0:11
			Scatterplots to Decision Surface - Intro to Machine Learning by Udacity			0:33
			Scatterplot to Decision Surface - Intro to Machine Learning by Udacity			0:21
			Good Linear Decision Surface - Intro to Machine Learning by Udacity			0:17
			Good Linear Decision Surface - Intro to Machine Learning by Udacity			0:48
			Transition to Using Naive Bayes by Udacity			0:18
			NB Decision Boundary in Python by Udacity			0:38
			Getting Started With sklearn by Udacity			1:26
			Gaussian NB Example by Udacity			3:03
			GaussianNB Deployment on Terrain Data - Intro to Machine Learning by Udacity			0:57
			Gaussian Deployment Solution - Intro to Machine Learning by Udacity			0:13
			Accuracy of Naive Bayes - Intro to Machine Learning by Udacity			1:24
			Accuracy of Naive Bayes - Intro to Machine Learning by Udacity			0:45
			Training and Testing Data by Udacity			1:13
			Unpacking NB Using Bayes Rule by Udacity			0:21
			Bayes Rule by Udacity			0:27
			Cancer Test - Intro to Machine Learning by Udacity			2:38
			Cancer Test Solution - Intro to Machine Learning by Udacity			0:42
			Prior and Posterior - Intro to Machine Learning by Udacity			2:20
			Prior and Posterior Solution - Intro to Machine Learning by Udacity			0:27
			Normalizing 1 - Intro to Machine Learning by Udacity			0:16
			Normalizing 1 Solution - Intro to Machine Learning by Udacity			0:20
			Normalizing 2 - Intro to Machine Learning by Udacity			0:30
			Normalizing 2 Solution - Intro to Machine Learning by Udacity			0:05
			Normalizing 3 - Intro to Machine Learning by Udacity			0:09
			Normalizing 3 Solution - Intro to Machine Learning by Udacity			0:05
			Total Probability - Intro to Machine Learning by Udacity			0:05
			Total Probability Solution - Intro to Machine Learning by Udacity			0:15
			Bayes Rule Diagram by Udacity			1:27
			Bayes Rule for Classification - Intro to Machine Learning by Udacity			2:10
			Bayes Rule for Classification - Intro to Machine Learning by Udacity			0:08
			Chris or Sara - Intro to Machine Learning by Udacity			0:08
			[sol: Chris or Sara] - Intro to Machine Learning by Udacity			0:39
			Posterior Probabilities - Intro to Machine Learning by Udacity			0:21
			Posterior Probabilities - Intro to Machine Learning by Udacity			0:34
			Bayesian Probabilities On Your Own - Intro to Machine Learning by Udacity			0:13
			Bayesian Probabilities On Your Own - Intro to Machine Learning by Udacity			0:57
			Why Is Naive Bayes Naive - Intro to Machine Learning by Udacity			1:46
			Why Is Naive Bayes Naive - Intro to Machine Learning by Udacity			0:26
			Naive Bayes Strengths and Weaknesses by Udacity			1:30
			Congrats on Learning Naive Bayes by Udacity			0:21
			Naive Bayes Mini-Project Video by Udacity			0:55
			Welcome to SVM by Udacity			0:24
			Separating Line - Intro to Machine Learning by Udacity			0:51
			Separating Line - Intro to Machine Learning by Udacity			0:07
			Choosing Between Separating Lines - Intro to Machine Learning by Udacity			0:20
			Choosing Between Separating Lines - Intro to Machine Learning by Udacity			0:05
			What Makes A Good Separating Line - Intro to Machine Learning by Udacity			0:49
			What Makes a Good Separating Line - Intro to Machine Learning by Udacity			0:36
			Practice With Margins - Intro to Machine Learning by Udacity			0:10
			Practice With Margins - Intro to Machine Learning by Udacity			0:42
			SVMs and Tricky Data Distributions - Intro to Machine Learning by Udacity			0:18
			SVMs and Tricky Data Distributions - Intro to Machine Learning by Udacity			0:44
			SVM Response to Outliers - Intro to Machine Learning by Udacity			0:42
			SVM Response to Outliers - Intro to Machine Learning by Udacity			0:29
			SVM Outlier Practice - Intro to Machine Learning by Udacity			0:21
			SVM Outlier Practice - Intro to Machine Learning by Udacity			0:38
			Handoff to Katie by Udacity			0:12
			SVM in SKlearn by Udacity			1:45
			SVM Decision Boundary by Udacity			0:47
			sklearn SVM Documentation - Intro to Machine Learning by Udacity			1:23
			Coding Up the SVM - Intro to Machine Learning by Udacity			0:52
			Nonlinear SVMs by Udacity			0:57
			Nonlinear Data - Intro to Machine Learning by Udacity			0:32
			Nonlinear Data - Intro to Machine Learning by Udacity			0:19
			A New Feature - Intro to Machine Learning by Udacity			1:20
			A New Feature - Intro to Machine Learning by Udacity			0:06
			Visualizing the New Feature by Udacity			1:10
			Separating with the New Feature - Intro to Machine Learning by Udacity			0:10
			Separating with the New Feature - Intro to Machine Learning by Udacity			0:36
			Practice Making a New Feature - Intro to Machine Learning by Udacity			0:41
			Practice Making a New Feature - Intro to Machine Learning by Udacity			1:10
			Kernel Trick by Udacity			1:40
			Playing Around with Kernel Choices - Intro to Machine Learning by Udacity			2:18
			Playing Around with Kernel Choices - Intro to Machine Learning by Udacity			0:37
			Kernel and Gamma - Intro to Machine Learning by Udacity			1:21

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