Research Design Courses and Certifications

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
• Self-Paced
• Free Online 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
• Self-Paced
• Free Video

Mindware: Critical Thinking for the Information Age

6 ratings

Enhance critical thinking skills for the Information Age through statistics, probability, cognitive psychology, and cost-benefit analysis. Apply these concepts to everyday decisions and media interpretation.

• Coursera
• 13 hours 24 minutes
• Self-Paced
• Paid Course

Introduction to Linear Models and Matrix Algebra

12 ratings

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

• edX
• 4 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

User Experience Research and Design

2284 ratings at Coursera

Master UX research and design through hands-on projects, from initial concept to user testing. Gain practical skills in prototyping, analysis, and creating user-centered products that meet real needs.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses

Quantitative Methods

7 ratings

Explore quantitative research methods in social sciences, focusing on scientific principles, research designs, measurement, sampling, and ethics. Gain skills to distinguish between solid research and flawed studies.

• Coursera
• 30 hours
• Self-Paced
• Paid Course

Master Digital Product Design: UX Research & UI Design

12175 ratings at Udemy

A complete design education for product designers: Research the user experience, then design a great user interface

• Udemy
• 15 hours 31 minutes
• Self-Paced
• Paid Course

Learn essential design research methods to discover innovative solutions through observation, interviewing, and interpretation techniques. Develop skills to uncover user needs and gather inspirations for impactful designs.

• openHPI
• 5 weeks
• Self-Paced
• Free Certificate

Graham Neubig

Advanced NLP - Experimental Design and Data Annotation - Lecture 9

1 rating

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
• Self-Paced
• Free Video

The Rockefeller University

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

1 rating

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
• Self-Paced
• Free Video

NPTEL-NOC IITM

Randomized Complete Block Design: Math Formulation and Derivation

Explore the mathematical foundations and derivation techniques of Randomized Complete Block Design (RCBD) in this concise statistical methodology lecture.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Graeco-Latin Square

Explore the concept of Graeco-Latin Square in this concise 15-minute educational video from NPTEL-NOC IITM.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

MBF Bioscience

Fundamentals of Fiber Photometry: From Theory to Troubleshooting

Master the principles and practical strategies of fiber photometry for measuring neural activity. Learn biosensor selection, experimental design, signal interpretation, and troubleshooting techniques to generate reliable in vivo data.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Science Fair - The Nomad Clan's Innovative Projects

Explore innovative DIY projects and unconventional tech experiments with The Nomad Clan in this captivating presentation from Notacon 11.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Neuro Symbolic

Ideas on Conducting Experiments in AI and ML

Explore various experimental approaches in AI and ML, focusing on methodologies used in cutting-edge research and practical applications.

• YouTube
• 25 minutes
• Self-Paced
• Free Video