Dataford
Interview QuestionsInterview GuidesExperiencesCoaching
New
Pricing
Get started
Dataford
Popular roles
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Browse
Browse All RolesEvery role hub, from analyst to MLBrowse All CompaniesCompany-specific interview loopsAll Interview GuidesThe full guide library
Top questions by role
Software EngineerData AnalystData ScientistData EngineerBusiness AnalystAI EngineerMachine Learning EngineerProduct Manager
Top questions by skill
SQLPythonStatisticsMachine LearningA/B TestingSystem DesignGenerative AIProduct SenseMetricsBehavioral
Browse all questions →Try a mock interview
ExperiencesCoaching
New
Practice
Mock InterviewsTimed interview simulations with feedbackSuccess PathYour 6-week structured planModulesCurated lessons by topicWebinarsTalks from ex-Big Tech data leadsPlaygroundA free-form scratch editor
Learn
BlogInterview strategy and career adviceTech Job Market ReportHiring trends across data and AI rolesFor UniversitiesDataford for career centersAbout DatafordWho we are and how we build
Pricing
Get started
SQL and Stats Fundamentals
00:00
5 left

SQL and Stats Fundamentals

MediumSQL · PostgreSQL

Problem

Simple SQL and stats / probability

Write a PostgreSQL query that summarizes the observed outcome of each trial group. Calculate the number of non-missing trials, the number of successful trials, and the probability of success. Missing outcomes should not be included in the probability calculation.

Output

  1. One row per trial_group
  2. Columns: trial_group, observed_trials, successful_trials, and success_probability
  3. Round success_probability to three decimal places
  4. Order alphabetically by trial_group

Schema

experiment_trials
ColumnTypeDescription
trial_idPKINTUnique identifier for the trial
trial_groupVARCHAR(50)Group assigned to the trial
outcomeBOOLEANWhether the trial was successful
Tablesexperiment_trials
Interviewer

Your question is SQL and Stats Fundamentals. Start with the requirements and the one table in the Question tab.

Run and submit as often as you like. When you're ready, talk me through your approach or go straight to the code.

You need to log in / sign up to run or submit.
CodePostgreSQL
Sign up free to run your codeLog inLn 1
Run your query to see results here.