Multivariate Analysis Courses and Certifications

Applied Multivariate Analysis with R

345 ratings at Udemy

Learn to use R software to conduct PCAs, MDSs, cluster analyses, EFAs and to estimate SEM models.

• Udemy
• 12 hours
• On-Demand
• Paid Course

STAT 505: Applied Multivariate Statistical Analysis

Students completing this course should be able to:Select appropriate methods of multivariate data analysis, given multivariate data and study objectives; Write SAS and/or Minitab programs to carry out multivariate data analyses; Interpret results of mult…

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

Multivariate Probability Distributions in R

Learn to analyze, plot, and model multivariate data using R in this 4-hour course. Master multivariate statistics, principal component analysis (PCA), and multidimensional scaling (MDS).

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Great Learning

Multivariate Analysis

Learn multivariate analysis techniques and their practical implementation in Python with Great Learning. Earn a free certificate upon completion. Less than 1-hour workload.

• YouTube
• 53 minutes
• On-Demand
• Free Online Course

Multivariate Statistical Analysis

Multivariate analysis course covering theory, problem solving, Excel and R, multivariate normal distribution, linear regression, PCA and factor analysis, clustering.

• YouTube
• 13 hours
• On-Demand
• Free Online Course

statisticsmatt

Multivariate

Dive into multivariate testing and analysis with Statisticsmatt's 6-hour program, covering topics from linear discriminant analysis to principal components, using R for calculations.

• YouTube
• 6 hours
• On-Demand
• Free Online Course

Society for Industrial and Applied Mathematics

Multivariate Portfolio Choice via Quantiles

Join the Society for Industrial and Applied Mathematics for a series of online talks on mathematical finance and engineering. Learn about multivariate portfolio choice via quantiles.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course

Mathematics for Machine Learning: Multivariate Calculus

9 reviews

Imperial College London offers a 6-week course on multivariate calculus for machine learning, covering gradient functions, vectors, neural network training, and linear regression models.

• Coursera
• 17 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Probability and Statistics: To p or not to p?

1433 ratings at Coursera

Explore decision-making in an uncertain world with this 6-week course from the University of London. Learn to quantify uncertainty, apply descriptive statistics, and test hypotheses.

• Coursera
• 16 hours 15 minutes
• 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)

Agrocampus Ouest

Exploratory Multivariate Data Analysis

1 review

This course aims an advanced understanding of the core principles and the main uses of the basic methods of multidimensional data analysis.

• France Université Numerique
• 5 weeks, 5 hours a week
• Finished
• Free Online Course

IIT Kharagpur;  NPTEL

Applied Multivariate Statistical Modeling

Data driven decision making is the state of the art today. Engineers today gather huge data and seek meaningful knowledge out of these for interpreting the process behaviour. Scientists do experiments under controlled environment and analyse them to conf…

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

IIT Kanpur;  NPTEL

Multivariate Procedures with R

ABOUT THE COURSE: Multivariate Procedures with R is designed to equip the learners with necessary theory and application of multivariate procedures in academic, research, and business domains with appropriate examples. The comprehensive content is design…

• Swayam
• 12 weeks
• Finished
• Free Online Course

University of Calcutta;  UGC

Applied Multivariate Analysis

The Applied Multivariate course caters to two objectives. On one hand it extends the usual univariate statistical methods to several dependent variables. On the other, it develops techniques which are peculiar to several variable studies only. The course…

• Swayam
• 12 weeks
• Finished
• Free Online Course

Great Learning

Multivariate Time Series Forecasting in R - Data Analytics with R - Data Science

Master multivariate time series forecasting in R with Great Learning. Understand data modeling, feature engineering, and model building in a 1-2 hour program. Free certificate included.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Online Course