Verdict in 30 Seconds
Worth it if: you like tables + business puzzles and will build a portfolio. Not worth it if: you want only a certificate, hate debugging, or won't do projects. AI killed boring reporting — it raised pay for analysts who automate.
The Math (2026 India)
| Path cost | Typical outcome | Payback |
|---|---|---|
| DSWallah ₹5k–30k + 6 months | Analyst ₹4–8 LPA | 1–3 months salary |
| Metro bootcamp ₹60k–1.5L + 6 months | Analyst/DS ₹5–12 LPA | 6–12 months |
| Self-learn ₹0 + 12 months | 50% quit; placed earn similar | Time cost |
Saturation Truth
Applications per fresher post tripled since 2022 — but skilled supply didn't: recruiters still complain GitHubs are empty. The bar moved from "knows Python" to "shipped + can explain". Clear that bar and competition collapses.
Who Should NOT Join
- Certificate collectors (no ROI without projects).
- People unwilling to write SQL daily (40% of the job).
- Anyone expecting ₹20 LPA in month one (takes 2–4 years).
Worked ROI Example (Real Numbers)
Course ₹6,999 + 6 months × 10 hrs/week → analyst offer ₹5 LPA (₹41k/month). Payback: under 1 month of salary. Even a ₹20k course pays back in month one. The expensive input is time — protect it with live batches and deadlines.
Go / No-Go Checklist (Need 6/8 Yes)
- I can give 8–10 hrs/week for 6 months?
- I enjoy puzzles/tables more than rote theory?
- I will publish 3+ GitHub projects?
- I will do 5+ mock interviews?
- I accept starting ₹3–6 LPA and growing?
- I have a laptop + internet?
- I will ask doubts (not stay silent)?
- I start this month, not "someday"?
What I Would Do With Different Budgets
| Budget | Best move | Why |
|---|---|---|
| ₹0 | SQL (free) + 1 dashboard + library discipline, 4 months | Skill first; pay later from salary |
| ₹5–10k | DSWallah Basic/Skill-Dev live batch | Mentor + deadlines beat solo willpower |
| ₹20–30k | Job Ready / Data+GenAI track + mocks | Placement process is the product |
| ₹60k+ | Only if it adds verifiable network + tiny batches | Price must buy proof, not logo |
Final Filter: 3 Questions
- Will I finish? (live batches + refunds protect you)
- Will I have proof? (GitHub > certificate)
- Will anyone refer me? (alumni network > brochure)
Frequently Asked Questions
- Will AI replace data scientists?
AI automates reporting; it raised demand for analysts who build with AI. Interpretation + ownership stay human. - Is 2026 too late?
No — demand grew ~45% YoY in UP listings; skill bar rose, seats didn't vanish. - Data science vs software engineering?
DS pays similar at entry with lower LeetCode grind; SWE scales higher at FAANG. Pick by taste.
Read also: Future of DS · Salary Report · Complete Guide