Discriminant Analysis Courses and Certifications

NPTEL-NOC IITM

Multi-Class Classification with Discriminant Analysis

Learn discriminant analysis techniques for multi-class classification, covering data collection, distributions, decision boundaries, and linear approaches to effectively categorize new data points.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Probabilistic Linear Discriminant Analysis of i-Vector Posterior Distributions

Explore probabilistic linear discriminant analysis for i-vector posterior distributions in speaker recognition, enhancing understanding of advanced speech processing techniques.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Probabilistic Linear Discriminant Analysis of i-Vector Posterior Distributions

Explore probabilistic linear discriminant analysis techniques for i-vector posterior distributions in speech processing and language recognition systems.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Survey analysis to Gain Marketing Insights

124 ratings at Coursera

Learn advanced survey analysis techniques for marketing insights, including factor analysis, customer segmentation, and perceptual mapping. Apply statistical methods to convert survey data into actionable marketing strategies within the STP framework.

• Coursera
• 5 hours 28 minutes
• Self-Paced
• Paid Course

Predictive Analytics and Forecasting

Master predictive analytics tools including regression, classification, clustering, and forecasting to make data-driven business decisions and uncover customer behavior patterns.

• Coursera
• 2 days 15 hours 37 minutes
• Self-Paced
• Paid Course

Great Learning

Linear Discriminant Analysis - Discriminant Analysis Tutorial - Machine Learning Tutorial

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.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Statistics with R - Advanced Level

222 ratings at Udemy

Mastering advanced statistical analyses in R: from ANCOVA to logistic regression, multidimensional scaling, factor analysis, cluster analysis, and discriminant analysis. Gain expertise in sophisticated data scrutiny techniques.

• Udemy
• 4 hours 15 minutes
• Self-Paced
• Paid Course

NPTEL-NOC IITM

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

Implement LDA using Irish datasets in R, gaining practical experience with Linear Discriminant Analysis techniques.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

UofU Data Science

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

Explore multidimensional scaling (MDS) and linear discriminant analysis (LDA), learning key concepts, motivations, and practical applications in data dimensionality reduction and classification.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Tom Rocks Maths

Oxford Calculus - Classifying 2D Critical Points Using the Discriminant

Learn to classify 2D critical points using the discriminant method. Explore maximum, minimum, and saddle points with visualizations and step-by-step derivations for multivariable functions.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Royal Tyrrell Museum of Palaeontology

Morphology, Disparity, and Evolution of Theropod Teeth in the Late Cretaceous in Alberta

Explore theropod tooth evolution in Late Cretaceous Alberta through morphology and disparity analysis, revealing patterns across formations and time periods.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

IMSA

A Categorical Interpretation of the GKZ D-Module

Explore the categorical interpretation of GKZ D-modules in toric homological mirror symmetry, focusing on B-side categories and characteristic cycle strata.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Análisis de datos empresariales con R

Aprende análisis multivariado con R para tomar mejores decisiones empresariales. Domina técnicas como componentes principales, clusters y análisis discriminante aplicadas a casos reales.

• Coursera
• 14 hours 38 minutes
• Self-Paced
• Paid Course

寻据而来-药学数据统计

探索药学统计分析方法，从实际科研问题出发，掌握数据处理技巧，提升试验设计能力，助力药学研究工作者提高统计素养和实践应用水平。

• XuetangX
• Self-Paced
• Free Online Course

多元统计与SPSS软件应用

掌握多元统计分析方法和SPSS软件应用，通过医学实例学习方差分析、回归分析、生存分析等统计技术，提升复杂医学数据处理能力。

• XuetangX
• Self-Paced
• Free Online Course