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 Career Certificate

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

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

Advanced Tableau - Level of Detail Expressions / LOD

990 ratings at Udemy

Take Your Tableau Data Visualization and Data Analytics Skills to the Next Level and Design Custom Solutions with Ease

• Udemy
• 6 hours 13 minutes
• Self-Paced
• Paid Course

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

Statistical Data Analysis: Application to Atmospheric Science

Master statistical data analysis techniques—from descriptive stats to PCA and clustering—with Python, using atmospheric science datasets applicable across disciplines.

• Swayam
• Self-Paced
• Free Online Course

Advanced Spatial Statistical Techniques

Explore advanced statistical methods for spatial data analysis, covering autocorrelation, regression, and time series. Build skills to interpret complex geographic patterns and support decision-making in GIS-integrated research.

• Swayam
• Self-Paced
• Free Online Course

Data Visualization with Python

Discover how data visualization can communicate insights far more effectively than text or tables.

• Udacity
• 4 weeks
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• Free Video