Digits n Data
DATA
practice like the interview is real

Digits
n Data

A high-signal practice hub for data aspirants becoming data professionals, and for working data professionals sharpening SQL, analytics, statistics, product sense, and interview execution.

90 SQL questions live
9 company-style sets
5 career tracks
1 daily practice loop
build the stack

Practice paths for data careers

01

SQL Interview Core

Group by, joins, windows, retention, funnels, ranking, and business metrics.

Open SQL sets
02

Analytics Thinking

Turn raw tables into decisions: define metrics, spot tradeoffs, and explain results.

See method
03

Statistics Muscle

Distributions, experiments, confidence, bias, variance, and practical A/B testing.

Train next
04

Product Data Sense

Frame ambiguous business questions and choose metrics that survive scrutiny.

Practice framing
05

Professional Upskill

Keep your edge with harder prompts, cleaner communication, and interview-ready reps.

Upskill plan
company practice

SQL sets inspired by real data work

Pick a company, open question one, and move through the set like a focused interview sprint.

UPSKILL
from practice to profession

Become the person who can answer the question and explain why it matters.

The loop is simple: solve, compare, explain, repeat. Beginners build interview fluency. Professionals sharpen the judgment that makes analysis useful in meetings, dashboards, experiments, and product decisions.

01Read the business question
02Find the grain of the data
03Write the query cleanly
04Explain the decision impact