Comprehensive research methodology and technical due diligence interview questions for evaluating technology, teams, and systems. Research Methodology Interview questions covering scientific research methods and experimental design: Easy: Research problem definition, literature review, basic experimental design, …

Easy-level research interview questions covering fundamental research concepts and methodologies. Q1: What is the scientific method and how do you apply it to technical research? Answer: Application to Technical Research: Observation: System is slow Question: What causes the slowdown? Hypothesis: Database queries are …

Hard-level research interview questions covering advanced methodologies and complex analysis. Q1: Explain Bayesian vs. Frequentist approaches to statistics. Answer: Bayes' Theorem: $$P(\theta|D) = \frac{P(D|\theta) \times P(\theta)}{P(D)}$$ When to Use: Frequentist: Large samples, no prior knowledge Bayesian: Small …

Medium-level research interview questions covering advanced methodologies and analysis techniques. Q1: Explain different experimental designs and when to use each. Answer: Between-Subjects Design Pros: No learning effects, simpler analysis Cons: Need more participants, individual differences Within-Subjects Design …

Best practices for creating reproducible, maintainable research notebooks. Follow these guidelines to make your notebooks easier to understand, share, and reproduce. Use Case Use these practices when you need to: Create reproducible research Share notebooks with collaborators Document experiments Present results Docker …