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Data Science

12,370 learners

Intro to Data Cleaning and Preprocessing with Titanic

This comprehensive course specializes in data cleaning and preprocessing techniques in Python, preparing you to apply these techniques in predictive modeling. The course covers a range of relevant topics, from missing data handling to feature engineering.

Pandas

Python

Seaborn

See path

6 lessons

30 practices

4 hours

Data Cleaning and Preprocessing

Course details

Data Cleaning Techniques: Detecting and Handling Missing Data

Preview

Detecting and Handling Missing Data in the Titanic Dataset

Replacing Mean Imputation with Median Imputation

Fixing Missing Data Handling in Titanic Dataset

Detecting and Filling Missing Values in the Titanic Dataset

Handling and Visualizing Missing Data in Titanic Dataset

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