1. Practical ML - Feature Engineering

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    • Discussions

  3. Section 2: Introduction to Feature Engineering

    • Introduction to Feature Engineering Slides
    • Introduction to Feature Engineering Python Notebook
    • 01 - Theory - Part 1
    • 02 - Theory - Part 2
    • 03 - Theory - Part 3
    • 04 - Coding: Introduction
    • 05 - Coding: Resampling
    • 06 - Coding: Dealing with Missing Values
    • 07 - Coding: Outliers
    • 08 - Coding: Transformations
    • 09 - Coding: Lookahead Bias
    • 10 - Coding: Dummy Variables
    • 11 - Coding: Time Awareness
    • 12 - Coding: Interaction Terms
    • 13 - Coding: Basic Feature Selection
    • Introduction to Feature Engineering Sumary Quiz

  4. Section 4: Case Study - Feature Engineering

    • Feature Engineering Slides
    • Feature Engineering Python Notebook
    • 01 - Imports
    • 02 - Features 1 to 3
    • 03 - Features 4 to 6
    • 04 - EDA, Part 1
    • 05 - EDA, Part 2
    • 06 - EDA, Part 3
    • 07 - EDA, Part 4
    • 08 - EDA, Part 5
    • Feature Engineering Summary Quiz
  1. Products
  2. Course
  3. Section
  4. Lesson

12 - Coding: Interaction Terms

  1. Practical ML - Feature Engineering

    • Buy now
    • Learn more
    • Discussions

  3. Section 2: Introduction to Feature Engineering
    • Introduction to Feature Engineering Slides
    • Introduction to Feature Engineering Python Notebook
    • 01 - Theory - Part 1
    • 02 - Theory - Part 2
    • 03 - Theory - Part 3
    • 04 - Coding: Introduction
    • 05 - Coding: Resampling
    • 06 - Coding: Dealing with Missing Values
    • 07 - Coding: Outliers
    • 08 - Coding: Transformations
    • 09 - Coding: Lookahead Bias
    • 10 - Coding: Dummy Variables
    • 11 - Coding: Time Awareness
    • 12 - Coding: Interaction Terms
    • 13 - Coding: Basic Feature Selection
    • Introduction to Feature Engineering Sumary Quiz

  4. Section 4: Case Study - Feature Engineering
    • Feature Engineering Slides
    • Feature Engineering Python Notebook
    • 01 - Imports
    • 02 - Features 1 to 3
    • 03 - Features 4 to 6
    • 04 - EDA, Part 1
    • 05 - EDA, Part 2
    • 06 - EDA, Part 3
    • 07 - EDA, Part 4
    • 08 - EDA, Part 5
    • Feature Engineering Summary Quiz