Statistical Methods Courses and Certifications

Become a Business Analytics Expert

Are you already in, or pursuing, a career in business that centers on analytics? If you have a good grasp of statistics principles and are ready to focus on the concepts, tools, and techniques you'll need, then this learning path is for you.

• LinkedIn Learning
• 11 hours
• On-Demand
• Free Trial Available

BioinformaticsDotCA

Informatics and Statistics for Metabolomics 2012

Learn key concepts and tools for metabolomics analysis, including software, databases, statistical methods, and data integration techniques for advancing research in this field.

• YouTube
• 9 hours
• On-Demand
• Free Video

Applied Biostatistics

Comprehensive exploration of biostatistical methods and applications, equipping learners with practical skills for data analysis in biological and medical research contexts.

• YouTube
• 11 hours
• On-Demand
• Free Video

Statistical Methods - Biostatistics

Comprehensive biostatistics training covering hypothesis testing, z-test, t-test, chi-square test, F-test, and ANOVA. Includes theory, applications, and problem-solving for robust statistical analysis in biological research.

• YouTube
• 7 hours
• On-Demand
• Free Video

Statistics - Vol 6

Master hypothesis testing for two means and proportions in independent and dependent samples, covering large and small sample sizes.

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

jbstatistics

Using a Standard Normal Table

Learn to interpret standard normal tables, calculate areas and percentiles for normal distributions, and standardize variables in this comprehensive statistical guide.

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

Jonathan Walters

Statistical Methods

Comprehensive lectures on statistical methods covering probability, distributions, hypothesis testing, and regression, with practical examples and review problems.

• YouTube
• 23 hours
• On-Demand
• Free Video

Statistics is Fun A.H

Method of Moments Topics

Explore estimation techniques for various probability distributions using the Method of Moments, including gamma, uniform, normal, binomial, and Pareto.

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

Statistics is Fun A.H

Linear Regression and Correlation

Comprehensive exploration of linear regression and correlation, covering theory, calculations, and practical applications with solved examples and derivations.

• 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

ChariotSolutions

Latency SLOs Done Right - Calculating and Setting Accurate Service Level Objectives

Explore accurate latency SLO calculation methods, including histogram-based approaches, to set mathematically correct quantiles and improve service level objectives for better monitoring and performance management.

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

Simons Institute

Sampling Crash Course

Explore geometric methods in optimization and sampling, covering direct methods, Markov chain Monte Carlo, and probabilistic approaches for efficient algorithm design and analysis.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Richard McElreath

Statistical Rethinking 2023 - Markov Chain Monte Carlo

Explore Markov Chain Monte Carlo methods, from basic concepts to advanced techniques like Hamiltonian Monte Carlo, with practical applications and diagnostics for statistical modeling.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Richard McElreath

Statistical Rethinking - Markov Chain Monte Carlo

Explore Markov chain Monte Carlo and Hamiltonian Monte Carlo methods, including practical implementation in Stan and diagnostic techniques for statistical modeling.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Free Video

Alan Turing Institute

Data-Centric Engineering in Aero-Engines - Pranay Seshadri, Cambridge

Explore data-centric engineering in aero-engines, covering blade design, uncertainty estimation, and computational fluid dynamics for improved performance and reduced costs in aerospace.

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