Factor Analysis Courses and Certifications

Factor Analysis in R

163 ratings at DataCamp

Discover Factor Analysis in R The world is full of unobservable variables that can't be directly measured.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Structural Equation Modeling with lavaan in R

76 ratings at DataCamp

When working with data, we often want to create models to predict future events, but we also want an even deeper understanding of how our data is connected or structured.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Survey and Measurement Development in R

Design surveys to get actionable insights via reviewing of survey design structures and visualizing and analyzing survey results.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Análisis Multivariable en SPSS

24 ratings

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
• Self-Paced
• Free Online Course (Audit)

Academic Lesson

SPSS Tutorial for Data Analysis - SPSS for Beginners

7 ratings

A beginner-friendly SPSS tutorial for interpreting and running reliability tests, regression models, ANOVA, hypothesis tests, and factor analyses.

• YouTube
• 2 hours 31 minutes
• Self-Paced
• Free Video

Advanced Statistical Modeling and Programming with Stata

Model hierarchical, panel, and time-series data in Stata: fit multilevel and fixed-effects models, ARIMA and VAR, factor analysis and SEM, and automate reports with macros and dyndoc.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

Bioinformagician

Introduction to Motif Discovery and Transcription Factor Binding Site Analysis

Comprehensive guide to motif discovery and transcription factor binding site analysis, covering basics, tools, and practical demonstrations using Homer software for ChIP-seq data analysis.

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

NPTEL-NOC IITM

Traffic Analysis - Load Spectra Factor

Analyze traffic load spectra factors to understand vehicle impact on pavement design and performance in transportation engineering.

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

The National Centre for Research Methods

Structural Equation Modelling - SEM

7 ratings

Explore structural equation modeling through measurement and structural models, confirmatory factor analysis, recursive and non-recursive models, and mediation effects.

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

Machine Learning - Dimensionality Reduction

Learn the theory behind dimension reduction and apply Principal Component Analysis and Exploratory Factor Analysis to survey data using prepared R code.

• Cognitive Class
• 6 hours
• Self-Paced
• Free Online Course

STAT 505: Applied Multivariate Statistical Analysis

Select and interpret multivariate methods — MANOVA, principal component analysis, factor analysis, canonical correlation, classification and clustering — writing SAS or Minitab programs to run them.

• OPEN.ED@PSU
• Self-Paced
• Free Online Course

Deep Generative Models - Lecture 5: Variational Autoencoders

Explore Variational Autoencoders (VAEs) in deep generative modeling, covering theoretical foundations and practical applications in this comprehensive Stanford lecture.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Artem Kirsanov

Hidden Beauty Behind Generative AI: Variational Inference and ELBO

Delve into the mathematical foundations of generative AI through variational inference and ELBO concepts, exploring how intelligent systems model probability distributions effectively.

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

Alfredo Canziani

NYU Deep Learning - Fall 2022

Master neural network inference, energy-based classification, and latent variable models through PyTorch implementations and backpropagation techniques.

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

Design a Factor Analysis Using Survey Data in Google Sheets

Design and run a factor analysis on survey data in a spreadsheet, cutting through complex responses to reach insights that fuel decision-making.

• Coursera
• No Longer Offered
• Paid Course