Master data preprocessing, feature engineering, and ML modeling techniques with a hands-on loan prediction project.
What you will learn
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Preprocess data effectively for machine learning models.
Perform exploratory data analysis using Python libraries.
Differentiate between supervised and unsupervised learning.
Build and optimize machine learning algorithms in Python.
Create insightful data visualizations and plots.
Apply feature engineering techniques to improve models.
Evaluate model performance with appropriate metrics.
Solve real-world problems using machine learning workflows.
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