MariusFromQS
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mariusfromd8a.bsky.social
MariusFromQS
@mariusfromd8a.bsky.social
Founder of D8A
Helping data analyst getting their first job
Learn by doing, create your data portfolio.

570+ data folks on my discord
Shoutout to the person who gave that feedback.
We created the app with the community, now we are impoving it with them.
Want to learn Data analysis ? Check out d8a.xn--academy-lt94f (6/6)
https://d8a.academy👇
November 5, 2025 at 10:59 AM
This change took a week to implement.
Worth it? Absolutely.
One piece of honest feedback > 100 assumptions about what users need.
Community-driven development isn't just a buzzword. It's how you build something people actually want. (5/6)
November 5, 2025 at 10:59 AM
Now if you already know Python but need SQL for interviews? -> Jump straight into SQL projects.
Want to focus only on dashboarding? -> Go for it.
Need everything? -> Learn it all.
The platform adapts to YOU, not the other way around. (4/6)
November 5, 2025 at 10:59 AM
Scrapped the linear progression. Designed 6 independent paths:
- Analytics
- Python
- R
- SQL
- ETL
- Dashboarding
Pick what you need. Skip what you don't. (3/6)
November 5, 2025 at 10:59 AM
The old skill tree was linear.

Everyone learned the same things in the same order. Made sense for complete beginners.

Made zero sense for people with existing skills. We were forcing experienced folks to redo what they already knew. (2/6)
November 5, 2025 at 10:59 AM
This isn't "I built a platform."
This is "550 people told me what was broken, and we fixed it together."
If you're trying to become a data analyst and facing these 4 problems -> we built this for you.
Because we've been there too.
d8a.academy
October 9, 2025 at 12:45 PM
9 months of:

Reading every message
Testing with the community
Iterating based on feedback
Building in public

Today, the platform we designed goes live.
October 9, 2025 at 12:45 PM
Here's what I learned building this:
The best products don't come from "visionary founders."
They come from listening to real people with real problems and building exactly what they ask for.
October 9, 2025 at 12:45 PM
✅ Monthly Mentoring - 1-on-1 sessions with me (9 years in data). Interview prep, career guidance, or "I'm stuck on this query."
✅ Community - 550+ people learning together. Ask questions. Share wins. Never feel alone.
Every feature = a problem they told me about.
October 9, 2025 at 12:45 PM
The solution we built:
✅ Skill Tree - Clear path from day 1 to job-ready. No more "what's next?"
✅ Real Projects - Build actual portfolios with messy data and business problems. Show employers what you can do.
October 9, 2025 at 12:45 PM
So we built the solution together.
Not what I thought they needed. What they told me they needed.
550+ people shaped every feature through their feedback, questions, and struggles.
October 9, 2025 at 12:45 PM
Problem #4: "I feel completely alone"
Learning data analytics is isolating. Your friends don't get it. You start doubting yourself.
The community said: "We need people who understand what we're going through."
October 9, 2025 at 12:45 PM
Problem #3: "I'm stuck and have no one to ask"
You hit a roadblock at 11 PM. Stack Overflow is confusing. YouTube doesn't have your exact problem. You waste 3 hours, get frustrated, quit.
The community said: "We need actual humans who can help when we're stuck."
October 9, 2025 at 12:45 PM
Problem #2: "I have no portfolio"
You can watch 100 hours of tutorials. But when you apply for jobs, recruiters ask: "What have you built?"
Nothing. Because most courses use toy datasets.
The community said: "We need real projects that prove we can do the work."
October 9, 2025 at 12:45 PM
Problem #1: "I don't know what to learn next"
People start with Excel tutorials. Then someone says "learn Python." Then "actually, learn SQL first." Then "you need statistics."
Result? Paralysis. Quitting.
The community said: "Just give us a clear roadmap."
October 9, 2025 at 12:45 PM
Hey Thomas ! I'm helping solopreneur with their data for free here to connect and use my expertise in a good way. If you have any question about Kpis/Analytics and BI, drop me a DM and I'll try to find a solution :)
March 21, 2025 at 10:11 AM
I'm helping entrepreneur with their data this week, if you need any help with kpis/analytics and how to grow your project, send me a dm :)
March 21, 2025 at 10:04 AM