Experimental Design Courses and Certifications

ANOVA and Experimental Design

17 ratings at Coursera

Explore ANOVA, ANCOVA, and experimental design for data science applications. Learn key concepts like randomization, blocking, and factorial design to conduct meaningful experiments and analyze results.

• Coursera
• 1 day 15 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Experimentation for Improvement

916 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
• Free Online Course (Audit)

Research Design: Inquiry and Discovery

385 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
• Free Online Course (Audit)

Science Literacy

255 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
• Free Online Course (Audit)

Evaluation of Digital Health Interventions

25 ratings at Coursera

Learn data management, visualization, and evaluation methods for digital health interventions. Explore experimental designs, economic assessments, and real-world case studies to enhance your skills in this rapidly evolving field.

• Coursera
• 1 day 8 hours 4 minutes
• On-Demand
• Free Online Course (Audit)

Improving your statistical inferences

787 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
• Free Online Course (Audit)

Introduction to Data in R

Learn the language of data, study types, sampling strategies, and experimental design.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Microcredential

Google Advanced Data Analytics

Expand your data analytics skills with hands-on projects using Jupyter Notebook, Python, and Tableau. Prepare for senior roles through advanced topics like machine learning and predictive modeling.

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

MOST from a Conceptual Perspective

Innovative framework for streamlining interventions across public health, education, and criminal justice. Learn to optimize components, maximize effectiveness within budget, and improve scalability using the multiphase optimization strategy (MOST).

• Coursera
• 15 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Experimental Design in R

In this course you'll learn about basic experimental design, a crucial part of any data analysis.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Introduction to A/B Testing in R

Learn A/B testing: including hypothesis testing, experimental design, and confounding variables.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Performing Experiments in Python

Learn about experimental design, and how to explore your data to ask and answer meaningful questions.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Psychology 105: Research Methods in Psychology

Master psychology research methods, from ethical principles to experimental design and statistical analysis, preparing you for advanced studies and real-world applications in the field.

• Study.com
• 18 hours 16 minutes
• On-Demand
• Paid Course

Introduction to Statistics in Python

185 ratings at DataCamp

Grow your statistical skills and learn how to collect, analyze, and draw accurate conclusions from data using Python.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Research Methods in Psychology: Homework Help Resource

Comprehensive video lessons on psychology research methods, covering ethical principles, study design, data collection, analysis techniques, and result evaluation for improved homework performance.

• Study.com
• 19 hours 28 minutes
• On-Demand
• Paid Course