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.
Overview
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
