Experimental Design Courses and Certifications

Experimental Design in Python

Implement experimental design setups and perform robust statistical analyses to make precise and valid conclusions!

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

The Data Scientist’s Toolbox

166 reviews

Introduction to key data science tools and concepts, covering R, RStudio, version control, and data analysis fundamentals for actionable insights.

• Coursera
• 17 hours 59 minutes
• On-Demand
• Paid Course

Learn to design reliable experiments, calculate sample sizes, and balance errors with costs for effective hypothesis testing and decision-making in research and A/B testing scenarios.

• Codecademy
• 1 hour
• On-Demand
• Free Trial Available

Basics of Experimental Design for Cognitive Psychology

Master experimental design principles for cognitive psychology research, covering measurement, factorial designs, hypothesis testing, and neuroimaging methodologies.

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

Graham Neubig

Advanced NLP - Experimental Design and Data Annotation - Lecture 9

1 review

Learn experimental design and data annotation techniques for advanced NLP, covering key principles and best practices for conducting rigorous research and creating high-quality datasets.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

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

How Science Turns Data Into Knowledge

14 ratings at Coursera

Evaluate scientific claims, understand research methods, and interpret statistical results critically. Gain skills to analyze science news and develop a nuanced perspective on data and information.

• Coursera
• 11 hours 2 minutes
• On-Demand
• Paid Course

Bertelsmann;  Figure Eight;  IBM;  Insight;  Kaggle;  Starbucks Microcredential

Data Scientist

11 reviews

Gain practical experience in data pipelines, experiments, recommendation systems, and more. Develop essential skills in software engineering, data engineering, and experimental design for a successful data science career.

• Udacity
• 61 hours
• On-Demand
• Paid Course

Alberta Education Diploma - Biology 30: Exam Prep & Study Guide

1 review

Comprehensive study guide covering key biology topics for Alberta Education Diploma exam, including nervous system, reproduction, genetics, and ecology. Reinforces existing knowledge and introduces new concepts.

• Study.com
• 1 day 1 hour 52 minutes
• On-Demand
• Paid Course

MOST from a Methodological Perspective

Learn to streamline and optimize interventions using the multiphase optimization strategy (MOST). Explore efficient experimental designs to evaluate individual components and improve effectiveness within budget constraints.

• Coursera
• 18 hours 3 minutes
• On-Demand
• Paid Course

Research Methods in Psychology for Teachers: Professional Development

Enhance your teaching with flexible, self-paced lessons on psychological research methods. Earn credits for license renewal while exploring ethical practices, data collection, and statistical analysis.

• Study.com
• 16 hours 40 minutes
• On-Demand
• Paid Course

Data Science in Real Life

12 reviews

Practical insights for managing data science teams, covering experimental design, data quality, statistical modeling, and effective communication in real-world scenarios.

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

Experimental Design Basics

311 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 22 minutes
• On-Demand
• Paid Course

ANOVA and Experimental Design

19 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 57 minutes
• On-Demand
• Paid Course

Engineering Design Optimization - Linear Constrained Optimization

Explore mathematical and algorithmic fundamentals of optimization for engineering systems design, covering linear and non-linear problems with emphasis on multidisciplinary applications.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video