Land your data job with proof at every step.
Free structured lessons, real interview Q&A, and mentors who've hired for the role. Progress you can measure, not another course library.
Prep Dashboard
Data Analyst path
Up next
Window functions — LAG, LEAD, running totals
~22 min · 6 practice queries
Outcome
+$40K salary jump · Emran A.
Learners hired at
AfterKarmaWhy AfterKarma
Your success is our mission.
30 seconds on what makes AfterKarma different: mentor-led, outcome-based, and free to start.
How it works
Prepare. Practice. Get hired.
One coherent path — from your first SQL query to your signed offer.
Prepare
Follow a structured path per role — free reading guides, worked examples, and lesson plans built by mentors who've hired.
Practice
Real interview Q&A drawn from Google, Meta, Amazon, Deloitte and more. Mock interviews and written feedback when you're ready.
Get hired
Resume review, referrals where we have them, and outcome-based mentorship. You don't pay for 1-on-1 until you land the offer.
Structured learning by role
Pick your role. See the exact path.
Every role has a real curriculum, not a checklist. Start free, upgrade when interviews get real.
Data Analyst
SQL · Excel · Power BI
Ship dashboards and insights execs actually read.
Full path
~60 hrs
- SQL fundamentals — 5 articles + 20 problems
- Excel & Power BI basics
- Dashboard design 101
- Advanced SQL: windows, CTEs, perf tuning
- DAX & advanced Power BI
- Metric design & insight memos
- Real interview Qs from Google, Meta, Amazon
- Personal week-by-week roadmap
- Resume + mock interviews
- Salary negotiation coaching
Pricing
Start free. Upgrade when you're ready.
Three simple ways to use AfterKarma. Mentorship is optional and outcome-based.
Free
Beginner access
- Beginner reading guides across every role
- Interview Q&A bank
- No signup required
Pro
All paths, all depth
or $79/quarter · 7-day free trial
- Everything in Free
- Intermediate + advanced content
- Full Q&A across every path
- Mock interview materials
Lifetime Unlock
Own one path forever
- Permanent access to one role path
- Full Q&A bank for that path
- Less than 3 months of Pro
1-on-1 Mentorship
Pay after you land — not before.
Outcome-based pricing tied to your first-year offer. If you don't land, you don't pay. Free strategy call to see if we're a fit.
What learners say
Stories from people who stopped waiting.
“The guidance and mentorship were incredible. I had the skills but no idea how to advance. AfterKarma turned that around completely.”
“Transitioning into IT from a different field is hard. AfterKarma's structured training and support made it possible.”
“I was stuck despite years of experience. The mentor's direction was exceptional. I cannot thank the team enough.”
Your mentors
Industry veterans, in your corner.
Practitioners who've hired, coached, and built teams at companies you recognize.
+ More mentors from top tech companies joining soon.
AfterReels: bite-sized learning for busy professionals.
60-second video lessons. One data concept per reel. Designed for the way you actually learn now.
- 60, 90 second videos
- Instant quizzes after every reel
- Spaced-repetition reminders
- Build streaks
- Certificates per topic
Join the waitlist for early access. No spam, one email at launch.
Bring AfterKarma into
ChatGPT and Claude.
Connect our free guides and interview Q&A to your AI assistant in one click. Ask it to explain a chapter, drill you on questions, or plan your prep. All grounded in real AfterKarma content.
Pulling from the Product Analyst guide, here are the top 5 with sample answers…
- List guides
- Read chapters
- Search Q&A
- By role & level
FAQ
Got questions? We've got answers.
AfterKarma is a learning and mentorship platform for people targeting data, analytics, and product roles. We pair free, structured learning paths with optional premium content and 1-on-1 mentorship from senior professionals.
Your next role starts with
one free step.
Open a lesson, solve a Q&A, or book a free strategy call. No credit card, no funnel.