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#Linear Discriminant Analysis

Showing: 10 courses

Machine Learning

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Comprehensive introduction to machine learning concepts, from fundamentals to advanced techniques, with clear explanations and practical applications.
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83 Lesons
22 hours
On-Demand
Free-Video
University of Central Florida

Face Recognition Techniques and Applications - Lecture 14

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Explore face recognition techniques, from simple approaches to advanced methods like PCA and Linear Discriminant Analysis. Learn about eigenvectors, image compression, and scatter matrices.
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13 Lesons
1 hour 11 minutes
On-Demand
Free-Video
statisticsmatt

Multivariate

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Explore advanced multivariate statistical concepts, including hypothesis testing, probability distributions, and data analysis techniques, with practical applications using R programming.
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29 Lesons
6 hours
On-Demand
Free-Video
Great Learning

Linear Discriminant Analysis - Discriminant Analysis Tutorial - Machine Learning Tutorial

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Explore Linear Discriminant Analysis for dimension reduction and pattern classification in machine learning. Learn its applications, core mathematics, and practical implementation through exercises and examples.
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6 Lesons
1 hour 30 minutes
On-Demand
Free-Video
Great Learning

LDA Application in Entertainment Industry

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Explore Linear Discriminant Analysis application in entertainment, covering key concepts, data analysis, and practical implementation using Jupyter Notebook for feature selection and classification.
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8 Lesons
52 minutes
On-Demand
Free-Video
Simons Institute

Sketching and Projecting

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Explore sketching and projecting methods for linear systems and linear discriminant analysis, focusing on stochastic gradient approaches to achieve efficient solutions with reduced computational burden.
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1 Lesons
53 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Multi-Class Classification with Discriminant Analysis

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Learn discriminant analysis techniques for multi-class classification, covering data collection, distributions, decision boundaries, and linear approaches to effectively categorize new data points.
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10 Lesons
14 minutes
On-Demand
Free-Video
NPTEL-NOC IITM

Implementing Linear Discriminant Analysis (LDA) with Irish Data Sets in R

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Implement LDA using Irish datasets in R, gaining practical experience with Linear Discriminant Analysis techniques.
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1 Lesons
13 minutes
On-Demand
Free-Video
UofU Data Science

Linear Classification and Loss Functions - Lecture 25

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Dive into linear classifiers and loss functions, mastering fundamental concepts for effective data classification and model optimization techniques.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
UofU Data Science

Multidimensional Scaling and Linear Discriminant Analysis in Data Mining - Spring 2023

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Explore multidimensional scaling (MDS) and linear discriminant analysis (LDA), learning key concepts, motivations, and practical applications in data dimensionality reduction and classification.
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9 Lesons
1 hour 11 minutes
On-Demand
Free-Video