Multivariate Analysis Courses and Certifications

Probability Theory for Data Science

Explore probability theory's foundations and applications in data science, covering key concepts, distributions, and statistical inference for data-driven decision-making and analysis.

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

Multivariate Data Visualization with R

24 ratings at Pluralsight

R is a popular open-source programming language for data analysis. In this course, you will learn how to create multivariate data visualizations with R in order to answer questions about your data.

• Pluralsight
• 2 hours 11 minutes
• On-Demand
• Free Trial Available

IIT Bombay;  NPTEL

Time Series Modelling and Forecasting with Applications in R

Master time series analysis and forecasting techniques using R, from basic linear modeling to advanced machine learning applications, with hands-on practice in business, finance, and environmental data analysis.

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

University of Calcutta;  UGC

Applied Multivariate Analysis

Explore multivariate statistical methods, from distributions to advanced techniques like cluster analysis and factor analysis. Gain practical skills for analyzing complex datasets in various disciplines.

• Swayam
• 12 weeks
• Finished
• Free Online Course

Great Learning

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

Learn multivariate time series forecasting in R, covering fundamentals, modeling techniques, feature engineering, and practical implementation through a hands-on demo.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

statisticsmatt

Power & Sample Size in R

Learn to calculate power and sample size for various statistical tests in R, from t-tests to ANOVA and multivariate analyses, enhancing your ability to design robust studies.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Statistical Methods for Scientists and Engineers

Comprehensive exploration of statistical techniques including parametric and non-parametric methods, multivariate analysis, and probability distributions for scientific and engineering applications.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Video

New to Anomaly Detector: Multivariate Capabilities - AI Show Live Episode 11

Explore Anomaly Detector's new multivariate capabilities for detecting anomalies across multiple data streams. Learn about use cases, APIs, model training, and real-world applications in this informative session.

• YouTube
• 2 hours 5 minutes
• On-Demand
• Free Video

Black Hat

Multivariate Solutions to Emerging Passive DNS Challenges

Explore emerging challenges in passive DNS threat intelligence and learn multivariate solutions to overcome them, enhancing your ability to identify related malicious domains effectively.

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

Great Learning

Exploratory Data Analysis Tutorial - Basics of EDA with Python

Learn Python-based exploratory data analysis techniques to uncover insights, detect patterns, and visualize relationships in datasets for informed decision-making and hypothesis testing.

• YouTube
• 4 hours 32 minutes
• On-Demand
• Free Video

Great Learning

IPL Data Analysis Using EDA - Exploratory Data Analysis Case Study

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

Chemometrics & Machine Learning in Copenhagen

Variable Selection in PLS_Toolbox - Part 3

Explore advanced techniques for variable selection in PLS_Toolbox, enhancing your data analysis skills and improving model performance.

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

Exploratory Data Analysis for Data Scientists

Master the art of making informed decisions by learning advanced EDA techniques. This course will teach you to effectively interpret complex datasets.

• Pluralsight
• 29 minutes
• On-Demand
• Free Trial Available

Chemometrics & Machine Learning in Copenhagen

TUSCA: A Method for Tucker3 Modeling with ASCA+ - Webinar

Explore TUSCA, a novel method combining Tucker3 and ASCA+ for analyzing multi-way datasets from designed experiments, enhancing interpretation and visualization of complex data structures.

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

Simons Institute

Low Degree Testing over the Reals

Explore low degree testing over real numbers, focusing on theoretical concepts and applications in local algorithms.

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