Factor Analysis Courses and Certifications

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

STAT 505: Applied Multivariate Statistical Analysis

Explore multivariate statistical methods, including t-tests, ANOVA extensions, dimension reduction, and clustering techniques. Learn to select, implement, and interpret analyses using SAS and Minitab.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

MMPM-006: Marketing Research

Explore marketing research techniques, from problem identification to advanced analytics, preparing you for data-driven decision-making in today's complex digital marketplace.

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

Predictive Modelling with Applications: Supervised and Unsupervised Learning

Master predictive modeling techniques including PCA, clustering, regression analysis, and logistic regression using R for improved data-driven decision making.

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

IIT Kanpur;  NPTEL

Data Analysis and Decision Making - I

Explore multivariate analysis techniques for decision-making, including distributions, regression, factor analysis, and more. Gain practical skills applicable to various industries and research fields.

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

IIT Kharagpur;  NPTEL

Applied Multivariate Statistical Modeling

Learn to analyze and interpret multivariate data for decision-making. Covers statistical models, parameter estimation, error analysis, and real-life problem-solving in various fields like engineering, management, and data science.

• Swayam
• 12 weeks, 3-4 hours a week
• On-Demand
• Free Online Course

Personality and psychological growth

Explore personality psychology's core theories, from psychoanalysis to behaviorism, while understanding human uniqueness, psychological growth, and the interplay between genetics and life experiences.

• XuetangX
• On-Demand
• Free Online Course

Simons Institute

Recent Progress in High-Dimensional Learning

Explore recent advancements in high-dimensional learning, covering factor analysis, phylogenetic reconstruction, and hidden Markov models, with applications in genetics and machine learning.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

MITCBMM

Learning What We Know and Knowing What We Learn - Gaussian Process Priors for Neural Data Analysis

Explore Gaussian process priors for neural data analysis, covering latent variable models, Bayesian inference, covariance kernels, and factor analysis. Gain insights into advanced techniques for understanding complex neural datasets.

• YouTube
• 1 hour 31 minutes
• On-Demand
• Free Video

AnalystPrep

Overview of Equity Portfolio Management - CFA Level III Reading 14 (2025)

Master essential equity portfolio management concepts, from investment universe segmentation to shareholder engagement strategies, preparing for CFA® Level III with comprehensive coverage of income sources, costs, and investment rationales.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

PASS Data Community Summit

Turning Membership Surveys Into Action - Predictive Analytics

Learn to transform membership survey data into actionable insights using factor analysis and predictive modeling techniques for more effective decision-making and stakeholder engagement.

• YouTube
• 58 minutes
• On-Demand
• Conference Talk

Valence Labs

The Statistical Structure of Identifiable Generative Models

Explore the statistical structure of identifiable generative models, focusing on causal representation learning, model identifiability, and unique inferences from observations under suitable assumptions.

• YouTube
• 49 minutes
• On-Demand
• Free Video

USENIX

Safety Perceptions of Generative AI Conversational Agents - Uncovering Perceptual Differences in Trust, Risk, and Fairness

Uncover how users perceive trust, risk, and fairness in AI chatbots through research revealing three distinct user groups and factors shaping safety perceptions.

• YouTube
• 12 minutes
• On-Demand
• Free Video

Richard McElreath

Statistical Rethinking - Measurement Models - Lecture B07

Explore measurement models in Bayesian statistics to handle uncertainty and error in data collection and analysis.

• YouTube
• 1 hour
• On-Demand
• Free Video

Structural Equation Model and its Applications | 结构方程模型及其应用 (普通话)

95 ratings at Coursera

Learn how to apply structural equation modeling in research fields such as sociology, psychology, education, & economics. The course covers the basic concepts, statistical principles, & applications of structural equation analysis, including confirmatory…

• Coursera
• 13 hours 8 minutes
• On-Demand
• Paid Course