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Learn data · Build your portfolio · Find a job

Your journey into data.

Guided projects on real data. A portfolio that builds itself as you finish them. Job offers matched to what you can prove.

Start freeSee how it works ↓
d8a.academy/dashboard
01 Learning path02 Portfolio03 Jobs
Data Analyst
4 of 9 validated
✓SQL Foundations
✓Retail Churn Analysis
✓Sales Dashboard
✓A/B Test Readout
5Marketing Attribution
6Forecasting Basics
Step 3 of 7 · in progress
Marketing Attribution
Multi-touch attribution across five channels on 48k orders. Build the model, then defend the numbers.
SQLPythondbt
-- step 3 · which channel actually converts?
select channel, count(*) as conversions
from touchpoints group by channel
✓ Query check passed, +22 points
Data Analyst

Michael Scott

World's best boss of business intelligence. I make SQL look easy and hard truths sound like a 'that's what she said.'
Open to workParis, FRingh
Projects
4
Experience
5yrs
2 roles
Education
MSc Statistics & Data Science
Imperial College London

Skills

SQL
Expert
PostgreSQL
Advanced
Python
Advanced
Pandas
Intermediate
BigQuery
Intermediate
GA4
Beginner
Power BI
Beginner
DAX
Beginner
8
skills
Expert1
Advanced2
Intermediate2
Beginner3

Projects

#ProjectStackStatus
01SQL Foundations
SQLPostgreSQL
02Python for Analysis
PythonPandas
03BigQuery + GA4
BigQueryGA4
04Power BI Dashboard
Power BIDAX

Experience & education

20192020202220232025Now
Data Analyst · DatadogWork2023 — Present

Building production data analyst work on real-world data.

Junior Data Analyst · CriteoWork2021 — 2023
MSc Statistics & Data Science · Imperial College LondonEducation2019 — 2021

Skill coverage

BigQueryDAXGA4PandasPostgreSQLPower BIPythonSQL
SQL Foundations
Python for Analysis
BigQuery + GA4
Power BI Dashboard
Filled cell = skill used in that project.
01 Learning path02 Portfolio03 Jobs
12 matches · data analystsorted by fit
Data AnalystAll levelsRemote OKUS + EU
S
Junior Data Analyst
Spotify · New York · hybrid · $70–85k
Retail Churn and A/B Test line up with 4 of 5 asks
92%fit
A
Data Analyst, Growth
Airbnb · remote · US · $95–120k
Sales Dashboard lines up with 3 of 5 asks
87%fit
D
Senior Analytics Engineer
Datadog · New York · hybrid · $140–170k
dbt and SQL Foundations line up with 3 of 5 asks
84%fit
Your proof
4validated projects feeding the match
Source
Our LinkedIn network
daily
Duplicates
Merged across posts
filtered
Levels
Junior through senior
all
  • 04 career paths
  • 36 guided projects
  • 01 live portfolio link
  • 1k+ students on Discord

Three steps,
one continuous line.

Nothing here is a separate product. What you learn becomes what you show, and what you show is what gets you the interview.

01

Learn data.

No video to sit through. Every path is an ordered sequence of guided projects on real datasets, checked at each step. If the query does not run, you have not learned it yet.

  • In-browser SQL playground free
  • Step-by-step verification 36 projects
  • You always know the next step nothing to pick
02

Build your portfolio.

Every project you finish lands on your live portfolio page automatically, with your score, your stack and your proof of work. Add your own projects alongside them. One link for your CV and your LinkedIn.

  • A live page, not a PDF always current
  • Structural portfolio score 0–100
  • Your own projects too not just ours
03

Find a job.

Data roles gathered daily from our LinkedIn network, junior through senior, filtered to your path and matched against the work on your portfolio. Apply with proof instead of promises.

  • Matched to your path and level daily
  • Junior through senior every level
  • Straight from our LinkedIn network posts, not job boards

Choose a path.

nine guided projects each
01Business AnalystSQLPower BIExcel9 projects · $65–95k02Data AnalystPythonSQLBigQuery9 projects · $70–105k03Data ScientistPythonMLStats9 projects · $100–150k04Data EngineerdbtAirflowBigQuery9 projects · $105–160k

Start free.
Upgrade for more.

The foundations course, your first project, a live portfolio page and three job unlocks cost nothing. No card.

Free
$0
  • Foundations course + first project
  • Live portfolio page
  • Weekly challenge + leaderboard
  • Your own projects on your portfolio
  • Full paths locked
Start free
Academy Pass
$15 /month
  • All 4 paths, all 36 projects
  • Project checks + portfolio score
  • Matched offers, all 4 paths
  • Discord community
  • Cancel anytime
Get the Pass
Path Pack
$89 once
  • One full path, forever
  • Project checks + portfolio score
  • Matched offers for that path
  • No cross-path access
Buy a path

Questions.

What exactly is free?
The foundations course with its in-browser SQL playground, your first guided project, a live portfolio page and the weekly challenge. No card required.
How is this different from a certificate?
A certificate records that you watched something. Your portfolio is a live page of validated, scored projects a recruiter can open and inspect.
I am starting from zero. Is that a problem?
No. Each path starts from nothing and the free intro takes two minutes to try. If you are unsure which path suits you, the quiz will place you.

Your journey into data,
starting today.

Start free