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Machine Learning

546 learners

Data Preprocessing for Predictive Modeling

Unveil how preprocessing refines data to make predictive models more effective. Learn to handle missing values, outliers and categorical variables, ensuring data consistency and integrity.

MatPlotLib

Pandas

Python

Scikit-learn

See path

5 lessons

24 practices

3 hours

Data Cleaning and Preprocessing

Course details

Deep Dive with Pandas into the California Housing Dataset

Preview

Describing California Housing Data

Navigating the Data Cosmos: Correlation Matrix Calculation Challenge

Exploring Room Count Correlation

Plotting the Data Distribution

Navigating the Stars: Creating a Correlation Matrix

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