Below are the required videos for today’s class, as well as slides from class embedded. Feel free to download them to keep them locally, or leave them archived here and just bookmark them. We will leave the website open even after the course is over for a reasonable number of years.
Pre-lecture 5 Videos¶
Below are the assigned videos for Lecture 5.
1. Data Preprocessing Introduction
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:class: primary2. Imputation and Scaling
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:class: primary3. Introduction to Scikit-Learn Pipelines
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:class: primary4. One-Hot Encoding
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:class: primaryPre-lecture 6 Videos¶
Below are the assigned videos for Lecture 6
1. Scikit-Learn ColumnTransformer
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:class: primary2. Encoding Text Features
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:class: primaryClass Slides¶
Lecture 05¶
Download the Slides from today