Experimental Design Courses and Certifications

Experimentation for Improvement

930 ratings at Coursera

Learn efficient experimentation techniques to optimize systems using multiple variables. Gain practical skills for planning and analyzing experiments in various fields, using simple tools and free software.

• Coursera
• 16 hours
• On-Demand
• Paid Course

East China Normal University

实验设计与分析

Master statistical experimental design and analysis using R and JMP software. Learn systematic approaches to design experiments, analyze data, and draw conclusions across various fields including experimental science and product design.

• XuetangX
• On-Demand
• Free Online Course

实验设计与数据处理

Master 实验设计与数据处理的基本原理和方法，从单因素到多因素实验设计，掌握数据处理技术，提升科研创新能力和实验数据分析能力。

• XuetangX
• On-Demand
• Free Online Course

试验优化设计

课程不仅提供如何正确设计科学试验和收集数据的方法，而且还提供如何正确地整理、分析数据，得出客观、科学结论的方法，是当代科技和工程技术人员必须掌握的技术方法之一。

• XuetangX
• On-Demand
• Free Online Course

Eindhoven University of Technology

Improving your statistical inferences

801 ratings at Coursera

Enhance statistical inference skills: interpret p-values, design experiments, control false positives, determine sample sizes, and apply Open Science principles for robust empirical research.

• Coursera
• 1 day 3 hours 36 minutes
• On-Demand
• Paid Course

Practical Neuromarketing Research

Discover how neuroscience and consumer behavior intersect through hands-on experience with biometric tools, ethical research protocols, and real-world data analysis in neuromarketing.

• Coursera
• 19 hours 31 minutes
• On-Demand
• Paid Course

Microcredential

Design of Experiments

380 ratings at Coursera

Comprehensive study of modern experimental design strategies, covering factorial designs, optimization techniques, and complex experiments, with practical applications across various industries.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Introduction to High-Throughput Materials Development

180 ratings at Coursera

Accelerate materials discovery through high-throughput experimental methods. Learn library sample preparation, characterization techniques, and property measurements. Explore applications in energy, transportation, and biotechnology.

• Coursera
• 16 hours 24 minutes
• On-Demand
• Paid Course

University of North Texas

Research Design: Inquiry and Discovery

459 ratings at Coursera

Explore systematic inquiry, question development, and research methods in social sciences. Learn conceptualization, literature review, sampling, and ethical considerations for effective problem-solving and decision-making.

• Coursera
• 10 hours 1 minute
• On-Demand
• Paid Course

Science Literacy

283 ratings at Coursera

Develop critical thinking skills to differentiate science from pseudoscience, understand scientific methods, and evaluate evidence. Learn to interpret research, media reports, and apply scientific literacy in real-world contexts.

• Coursera
• 22 hours 48 minutes
• On-Demand
• Paid Course

Understanding the Healthcare Innovation Process II

Explore data-driven healthcare innovation using Lean, Six Sigma, hypothesis testing, and experimental design to improve clinical processes and drive measurable patient outcomes.

• Coursera
• 17 hours 34 minutes
• On-Demand
• Paid Course

AP® Psychology - Course 1: What is Psychology?

14 ratings at edX

Learn about the history and research methods of psychology.

• edX
• 3 weeks, 8-12 hours a week
• On-Demand
• Free Online Course (Audit)

Factorial and Fractional Factorial Designs

81 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
• Paid Course

Random Models, Nested and Split-plot Designs

36 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
• Paid Course

Microcredential

Modern Statistics for Data-Driven Decision-Making

Master statistical methods for data-driven decisions across business, industrial, and social environments with probability, regression, Bayesian concepts, and classification techniques.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses