Multivariate Analysis Courses and Certifications

Professional Certificate of IBM SPSS Statistics Expert

680 ratings at Udemy

Professional Certificate of IBM SPSS Statistics Expert: Business Analysis, Business intelligence, Data Analysis in SPSS

• Udemy
• 2 hours 18 minutes
• On-Demand
• Paid Course

Great Learning

IPL Data Analysis Using EDA - Exploratory Data Analysis Case Study

8 reviews

Practical guide to IPL data analysis using Python, covering EDA techniques, data preprocessing, and visualization to extract insights from real-world cricket datasets.

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

FRM Part 1 - Book 2 - Quantitative Analysis

318 ratings at Udemy

Master essential quantitative analysis concepts for FRM Part 1, from probability fundamentals to advanced statistical methods, simulation techniques, and time series analysis for effective financial risk management.

• Udemy
• 9 hours 3 minutes
• On-Demand
• Paid Course

Statistics / Data Analysis in SPSS: MANOVA

215 ratings at Udemy

Applied Data Analysis Using Multivariate Analysis of Variance (MANOVA)

• Udemy
• 1 hour 34 minutes
• On-Demand
• Paid Course

Structural Equation Modeling & Path Analysis using IBM AMOS

73 ratings at Udemy

Master Covariance Based Structural Equation Modeling (CB-SEM) and Path Analysis using IBM AMOS and SmartPLS 4

• Udemy
• 4 hours 19 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Seaborn Python Data Visualization & Analysis

19 ratings at Coursera

Master Python's Seaborn library to create compelling data visualizations, from basic plots to advanced statistical graphics, with hands-on practice using real datasets.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Probability for Actuaries: Continuous Distributions

Master probability distributions, multivariate analysis, and key theorems essential for actuarial work, focusing on modeling uncertain events and managing risk through statistical approaches.

• edX
• 9 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

London School of Economics and Political Science

Statistics 2 Part 1: Probability and Distribution Theory

The third in a series of four courses which help you to master statistics fundamentals and build your quantitative skillset for progression in high-growth careers, or to use as step towards further study at undergraduate level.

• edX
• 5 weeks, 12-15 hours a week
• On-Demand
• Free Online Course (Audit)

EDUCBA

Analyze Advanced Data Projects Using SPSS

Master advanced SPSS techniques through hands-on projects analyzing real datasets, interpreting outputs, and building regression models for data-driven decision-making.

• Coursera
• 7 hours 14 minutes
• On-Demand
• Paid Course

MGH Institute of Health Professions Microcredential

Healthcare Data Analytics Toolkit

Discover the fundamentals of healthcare data analytics, from statistical methods to regression models, with hands-on R programming experience to solve real-world healthcare challenges.

• edX
• On-Demand
• $1,236.00
• 4 courses

Chemometrics & Machine Learning in Copenhagen

Basic Definition of Multivariate Data Analysis - Chemometrics

1 review

Explore fundamental concepts of multivariate data analysis and chemometrics, including univariate vs. multivariate data, latent variables, and their applications in analytical chemistry.

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

Chemometrics & Machine Learning in Copenhagen

Variable Selection in Multivariate Data Analysis - Part 1

Explore key methods for variable selection in multivariate data analysis, including a-priori, a-posteriori, and model-based approaches. Learn their importance and applications.

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

BIMSA

Regressing Multivariate Gaussian Distribution on Vector Covariates for Co-expression Network Analysis

Explore Fréchet regression for analyzing gene co-expression networks using population-level single-cell data. Learn to test associations between covariance matrices and covariates.

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

Master time series forecasting using SAP HANA's Python ML client through hands-on overnight stays prediction, covering univariate and multivariate models with data preparation.

• SAP Learning
• 1 hour 10 minutes
• On-Demand
• Free Online Course

Chemometrics & Machine Learning in Copenhagen

Partial Least Squares Regression - PLS-R

Master PLS-R fundamentals, validation techniques, preprocessing methods, and variable selection for effective chemometric analysis and machine learning applications.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video