Multivariate Analysis Courses and Certifications

Time Series Forecasting with GRUs

Master GRU-based time series forecasting with TensorFlow, covering bidirectional models, attention mechanisms, and hybrid CNN-GRU architectures for multivariate data prediction.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Introduzione all'analisi multivariata dei dati

Scopri tecniche avanzate per analizzare dati complessi: riduzione dimensionale, relazioni tra variabili multiple e applicazioni pratiche in economia e società.

• Polimi OPEN KNOWLEDGE
• 4 weeks
• Self-Paced
• Free Certificate

Great Learning

IPL Data Analysis Using EDA - Exploratory Data Analysis Case Study

8 ratings

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
• Self-Paced
• Free Video

EDUCBA Credential

Seaborn Python Data Visualization & Analysis

22 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/week
• Self-Paced
• 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/week
• Self-Paced
• Free Online Course (Audit)

Statistical Data Analysis for Scientists and Engineers

Extend your knowledge and skills from univariate and bivariate statistical analysis to multivariate methodology and data analysis.

• edX
• 12 weeks, 5-7 hours/week
• Self-Paced
• 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/week
• Self-Paced
• 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
• Self-Paced
• Paid Course

MGH Institute of Health Professions Credential

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
• 19 weeks, 2-4 hours/week
• Self-Paced
• $1,236.00
• 4 courses

Professional Certificate of IBM SPSS Statistics Expert

694 ratings at Udemy

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

• Udemy
• 2 hours 18 minutes
• Self-Paced
• Paid Course

FRM Part 1 - Book 2 - Quantitative Analysis

323 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

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
• Self-Paced
• Free Video

IIT Roorkee;  NPTEL

Marketing Research and Analysis-II

1 rating

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
• Self-Paced
• 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
• Self-Paced
• Free Online Course