Experimental Design Courses and Certifications

How Science Turns Data Into Knowledge

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
• Free Online Course (Audit)

Molecular Biology - Part 1: DNA Replication and Repair

112 reviews

An in-depth adventure through DNA replication and repair to strengthen your scientific thinking and experimental design skills.

• edX
• 9 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

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
• 18 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

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

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

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
• Free Online Course (Audit)

The Rockefeller University

Talking Science - Life, Through a Lens Featuring Sanford M. Simon

1 review

Explore cellular biophysics through advanced imaging techniques, experimental insights, and scientific philosophy with Dr. Sanford M. Simon in this engaging lecture for high school students.

• YouTube
• 2 hours 44 minutes
• On-Demand
• Free Video

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

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

Alan Turing Institute

From Big Data to Right Data - Dr. Lior Horesh, IBM

Explore a hybrid approach combining first-principles and machine learning for meta-level optimization, shifting focus from big data to right data in experimental design and inverse problems.

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

Neuro Symbolic

Ideas on Conducting Experiments in AI and ML

Explore various experimental approaches in AI and ML, covering methodologies and best practices for conducting research in these rapidly evolving fields.

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

Experimentação em design gráfico: encontre soluções criativas

Aprenda a experimentar processos de design gráfico e multiplique seus recursos para criar trabalhos autorais ou comerciais

• Domestika
• 1 hour 44 minutes
• On-Demand
• Paid Course

Molecular Biology - Part 2: Transcription and Transposition

41 reviews

Strengthen your scientific thinking and experimental design skills in this adventure through transcription and transposition.

• edX
• 7 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Linear Models and Matrix Algebra

12 reviews

Learn to use R programming to apply linear models to analyze data in life sciences.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Molecular Biology – Part 3: RNA Processing and Translation

10 reviews

An in-depth adventure through RNA Processing and Translation. Strengthen your scientific thinking and biological experimental design skills.

• edX
• 8 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)