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Data

Feature Selection, Reduction and Streamlining

Identify impactful features, reduce dimensionality, and streamline datasets for analysis. Learn techniques to enhance model efficiency and performance by focusing on the most relevant data attributes.

Pandas

Python

Scikit-learn

See path

5 lessons

21 practices

1 hour

Data Ingestion and Extraction

Course details

Data Preparation for Feature Selection

Preview

Fill Missing Values in Titanic

Drop Column With Excessive Missing Values

Encode Categorical Data Efficiently

Confirm Your Data Preparation Steps

Previous Course

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