Grasp knowledge preprocessing, function engineering, and ML modeling methods with a hands-on mortgage prediction challenge.
What you’ll be taught
Preprocess knowledge successfully for machine studying fashions.
Carry out exploratory knowledge evaluation utilizing Python libraries.
Differentiate between supervised and unsupervised studying.
Construct and optimize machine studying algorithms in Python.
Create insightful knowledge visualizations and plots.
Apply function engineering methods to enhance fashions.
Consider mannequin efficiency with applicable metrics.
Clear up real-world issues utilizing machine studying workflows.
English
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