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Data Science

333 learners

Intro to Data Cleaning and Preprocessing with Diamonds

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.

Pandas

Python

Scikit-learn

Seaborn

See path

5 lessons

25 practices

2 hours

Data Cleaning and Preprocessing

Course details

Basic Data Cleaning with the Diamonds Dataset

Preview

Change Missing Value Column

Common Mistake: Fixing Null Values

Handling Missing Values Efficiently

Handling Missing Values in Diamonds

Write from Scratch: Handle Missing Values

Previous Course

Next Course: Go Deeper into Exploratory Data Analysis (EDA)

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