Experimental Design Courses and Certifications

Mindware: Critical Thinking for the Information Age

6 reviews

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
• On-Demand
• Paid Course

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)

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

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
• On-Demand
• Free Video

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, focusing on methodologies used in cutting-edge research and practical applications.

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

NPTEL-NOC IITM

Causal Research Design: Experiments and Related Terminologies

Explore validity in experiments, types of experimental designs, and experimental notations in causal research design.

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

Data Science Conference

Lean Experimentation and Decision Science with Humans in Warehouses

Explore optimization strategies for warehouse operations through decision science, focusing on picker scheduling, shift management, and experimental design challenges in quick-commerce environments.

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

Centre International de Rencontres Mathématiques

Experimental Challenges in Texture Tomography

Explore the experimental challenges in 3D Texture tomography, from experiment design and sample preparation to data acquisition and inversion, presented by Tilman Grünewald at CIRM.

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

Futur Academy

Experimental Typography Design Critique

Explore experimental typography techniques, from digital to analog, to create expressive and unique designs. Learn from industry experts through critiques and hands-on demonstrations of innovative typographic approaches.

• YouTube
• 2 hours 11 minutes
• On-Demand
• Free Video

Introduction to Statistics in Python

194 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

Introduction to Statistics in R

77 ratings at DataCamp

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

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