2.2 The Statistical Sommelier: An Introduction to Linear Regression

• <Welcome to Unit 2
• 2.2.1Video 1: Predicting the Quality of Wine
• 2.2.2Quick Question
• 2.2.3Video 2: One-Variable Linear Regression
• 2.2.4Quick Question
• 2.2.5Video 3: Multiple Linear Regression
• 2.2.6Quick Question
• 2.2.7Video 4: Linear Regression in R
• 2.2.8Quick Question
• 2.2.9Video 5: Understanding the Model
• 2.2.10Quick Question
• 2.2.11Video 6: Correlation and Multicollinearity
• 2.2.12Quick Question
• 2.2.13Video 7: Making Predictions
• 2.2.14Quick Question
• 2.2.15Video 8: Comparing the Model to the Experts
• >Quick Question

Video 1: Predicting the Quality of Wine

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> Download from Internet Archive (MP4 - 9MB)

> Download English-US transcript (PDF)

> Download English-US caption (SRT)

The slides from all videos in this Lecture Sequence can be downloaded here: Introduction to Linear Regression (PDF - 1.3MB).

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