Job category:Artificial Intelligence
440 learners

Linear Landscapes of Dimensionality Reduction

Unlock the secrets of Linear Discriminant Analysis (LDA) to improve your data's feature selection and enhance model accuracy through hands-on Python exercises.
MatPlotLib
Numpy
Python
Scikit-learn
3 lessons
11 practices
2 hours
Badge for Feature Engineering,
Feature Engineering

Course details

Exploring Linear Discriminant Analysis: Theory to Code
Iris Garden Dimensionality Reduction with LDA
Reducing to a new dimension
Calculating the LDA Transformation Matrix
Projecting to the LDA Subspace

Previous CourseNext Course: Non-linear Dimensionality Reduction Techniques

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