Dimensionality Reduction (PCA Vs. LDA) Lecture

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Carleton Artificial Intelligence Society (CAIS)

Dimensionality Reduction (PCA Vs. LDA) Lecture

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In this lecture, we will address the problem of feature engineering. In particular, we will focus on two feature extraction methods: Principal Component Analysis (PCA) and Linear Dimensionality Analysis (LDA). We will derive in detail the algorithms for both PCA and LDA, then we will compare and contrast both methods highlighting their strengths, limitations and applications. 

Additional Details

Event Expiry Date - Saturday, January 23, 2021

 

Date And Time

Saturday, January 23, 2021 04:00 PM to
06:30 PM
 

Location

Online Event
 

Event Types

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