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CodeSignal

Intro to Data Cleaning and Preprocessing with Diamonds

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Overview

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Learn to clean and preprocess the diamonds dataset, including converting categorical features to ordered types and visualizing data distributions. Gain essential skills in data preparation and visualization techniques, ensuring a solid foundation for deeper data analysis and modeling tasks.

Syllabus

  • Lesson 1: Basic Data Cleaning with the Diamonds Dataset
  • Lesson 2: Converting Categorical Data to Ordered Types in Python
  • Lesson 3: Visualizing Diamond Price Distribution
  • Lesson 4: Detecting and Handling Outliers in the Diamonds Dataset
  • Lesson 5: Standardizing Numerical Features in the Diamonds Dataset

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