Learn data skills.
Land the interview.
Free reading guides, interview Q&A, and courses for Data Analyst, Engineer, BI, and Data Science roles. Add optional 1-on-1 mentorship when you are ready to go from prep to offer.
Structured learning by role
A real curriculum for every data role.
Free beginner content, premium intermediate + advanced, and optional mentorship that scales with your goals.
Data Analyst
SQL · Excel · Power BI · Dashboards
- SQL Fundamentals (5 articles + 20 problems)
- Excel & Power BI Basics
- Dashboard design 101
~20 hours · Free access
- Advanced SQL (windows, CTEs, perf)
- Advanced Power BI (DAX, dashboards)
- Metric design & insight memos
- Real interview Qs (Google, Meta, Amazon)
~40 hours · $29/month
- Week-by-week roadmap
- Live doubt sessions
- Resume & mock interviews
- Salary negotiation
Optional mentorship with outcome-based pricing
Book Free Strategy CallBusiness Analyst
Requirements · KPIs · Stakeholder storytelling
- Requirements gathering
- KPI frameworks
- Process mapping basics
~16 hours · Free access
- Stakeholder workshops
- Executive storytelling
- BRD / FRD writing
- Case interview drills
~30 hours · $29/month
- Live case practice
- Portfolio narrative
- Interview coaching
- Negotiation
Optional mentorship with outcome-based pricing
Book Free Strategy CallProduct Manager
Metrics · Experimentation · Growth
- Metric design
- Experimentation 101
- Product sense basics
~18 hours · Free access
- Experiment readouts
- Growth loops & funnels
- PM case interviews
- Exec storytelling
~35 hours · $29/month
- Case interview drills
- Portfolio narrative
- Onsite prep
- Negotiation
Optional mentorship with outcome-based pricing
Book Free Strategy CallData Engineer
SQL · dbt · Airflow · Snowflake
- SQL for pipelines
- Warehousing basics
- Intro to dbt
~22 hours · Free access
- Airflow & orchestration
- Dimensional modeling deep-dive
- Spark & streaming
- DE system design
~50 hours · $29/month
- Architecture reviews
- Live design mocks
- Resume & referrals
- Negotiation
Optional mentorship with outcome-based pricing
Book Free Strategy CallAdvanced Analytics
Python · Stats · ML · Causal Inference
- Python for analytics
- Statistics & probability
- Intro to ML
~25 hours · Free access
- Applied ML (sklearn, XGBoost)
- Causal inference & uplift
- Experimentation deep-dive
- ML coding rounds
~60 hours · $29/month
- Project portfolio review
- Mock system design
- Take-home strategy
- Offer negotiation
Optional mentorship with outcome-based pricing
Book Free Strategy CallHow the platform works
Start free. Upgrade when you're ready.
Three simple ways to use AfterKarma, pick what fits where you are.
Free
Beginner access
All beginner reading guides and Q&A. No signup.
- Full beginner reading guides
- Interview Q&A bank
- No credit card required
Pro
All paths, all depth
or $79/quarter · 7-day free trial
- Intermediate + advanced content
- All 5 role paths included
- Cancel anytime
Lifetime Unlock
Own one path forever
Permanent access to one role path. No renewal.
- Full intermediate + advanced content
- Pick one role path (DA, DE, DS, BA, PM)
- Less than 3 months of Pro
Full pricing details on the pricing page.
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.
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.
10+ years guiding data professionals into senior roles
10+ years scaling data teams at high-growth tech
10+ years building data platforms at FAANG-scale
+ More mentors from top tech companies joining soon.
Optional
Want 1-on-1 guidance?
Add a senior mentor when you're ready to go from prep to offer. Outcome-based pricing, you don't pay until you land. The rest of the platform stays free to use without it.
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.