Statistics & Probability Courses and Certifications

Experimental Design Basics

289 ratings at Coursera

Explore efficient experiment design and data analysis techniques. Learn to plan, conduct, and interpret experiments effectively using statistical methods and software tools for reliable results in various industries.

• Coursera
• 12 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Factorial and Fractional Factorial Designs

75 ratings at Coursera

Learn to design and analyze multifactor experiments using factorial and fractional factorial designs, ANOVA, and blocking principles for engineering, science, and business applications.

• Coursera
• 11 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Response Surfaces, Mixtures, and Model Building

66 ratings at Coursera

Explore advanced experimental design techniques for process optimization, including response surfaces, mixture experiments, and robust parameter design strategies.

• Coursera
• 13 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Random Models, Nested and Split-plot Designs

33 ratings at Coursera

Learn advanced experimental design techniques including random models, nested designs, and split-plot designs. Explore methods for estimating variability and analyzing non-normal response distributions.

• Coursera
• 9 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Stability and Capability in Quality Improvement

12 ratings at Coursera

Aprende a analizar la estabilidad del proceso y el control estadístico, crear gráficos de control con R, y evaluar la capacidad del proceso para mejorar la calidad.

• Coursera
• 9 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

Business Applications of Hypothesis Testing and Confidence Interval Estimation

1317 ratings at Coursera

Learn to apply confidence intervals and hypothesis testing in business decision-making. Master statistical tools to measure uncertainty, analyze data, and make informed choices in various business scenarios.

• Coursera
• 1 day 28 minutes
• On-Demand
• Free Online Course (Audit)

Statistical Methods

Learn statistical methods through real-life examples, R programming, and probability experiments. Develop skills in data analysis, visualization, and interpretation using RStudio. Gain practical insights applicable to various fields.

• Coursera
• 11 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

An Intuitive Introduction to Probability

1776 ratings at Coursera

Intuitive introduction to probability theory, covering key concepts and practical applications. Gain tools to handle uncertainty in daily life through engaging modules and exercises.

• Coursera
• 1 day 5 hours 34 minutes
• On-Demand
• Free Online Course (Audit)

University of London

Probability and Statistics: To p or not to p?

1466 ratings at Coursera

Explore tools for informed decision-making in an uncertain world. Learn probability, statistics, estimation, hypothesis testing, and multivariate applications to enhance lifelong decision-making skills.

• Coursera
• 16 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

Math behind Moneyball

97 ratings at Coursera

Learn how probability, math, and statistics can be used to help baseball, football and basketball teams improve, player and lineup selection as well as in game strategy.

• Coursera
• 65 hours
• On-Demand
• Free Online Course (Audit)

Introduction to Statistics & Data Analysis in Public Health

1480 ratings at Coursera

Learn essential statistical analysis for public health using R. Covers variables, distributions, hypothesis testing, and data interpretation. Gain practical skills to analyze real-world datasets and critically evaluate research findings.

• Coursera
• 15 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

From Data To Decision With AI

Master statistical analysis and data interpretation using AI as your guide, from basic research formulation to predictive modeling - no coding required.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Probability Theory: Foundation for Data Science

240 ratings at Coursera

Explore probability foundations, random variables, and the Central Limit Theorem. Gain essential skills for data analysis and statistical inference in this comprehensive introduction to probability theory.

• Coursera
• 1 day 16 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Measurement Systems Analysis

Analyze measurement systems for process stability and capability, covering continuous and discrete data analysis, ANOVA, correlation, and decision-making for process improvement using R software.

• Coursera
• 16 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Resampling, Selection and Splines

Explore advanced statistical learning techniques for data science, including resampling methods, model optimization, and non-linear approaches to enhance prediction accuracy and interpretability.

• Coursera
• 15 hours 55 minutes
• On-Demand
• Free Online Course (Audit)