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
• On-Demand
• Free Video

Análisis Multivariable en SPSS

24 reviews

En este curso en línea te enseñaremos como realizar Análisis Multivariado para la toma de decisiones en los negocios, personales y en las instituciones, utilizando bases de datos multivariantes.

• edX
• 5 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Survey analysis to Gain Marketing Insights

123 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
• On-Demand
• Paid Course

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

IIT Roorkee;  NPTEL

Marketing Research and Analysis-II

1 review

Practical approach to marketing research and data analysis using SPSS and AMOS. Covers multivariate techniques, hypothesis testing, regression, factor analysis, and SEM for researchers and industry practitioners.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Ciencia de Datos Aplicada al Marketing

6 reviews

Toma decisiones en marketing basadas en los datos.

• edX
• 5 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

Análisis de datos empresariales con R

6 reviews

Analiza los datos con R y R Studio aplicando nuevas técnicas para tomar decisiones orientadas a los negocios, contemplando información de diversas variables simultáneamente y sé parte de la transformación empresarial.

• edX
• 4 weeks, 5-8 hours a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• 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
• On-Demand
• Paid Course