100% Free Learning
4.9/5 (2,500+ Happy Learners)

Every data skill. Free.

Learn SQL, Python, Excel and Tableau with free videos, lessons and quizzes on real business datasets. Pay ₹99 only for a verified certificate with AI review.

live SQL sandbox
Free to run
SELECT name, department,
AVG(salary) OVER (PARTITION BY department) AS dept_avg
FROM employees;
namedepartmentdept_avg
SarahEngineering₹12.0L
AlexEngineering₹12.0L
PriyaMarketing₹8.0L
Auto-graded · 38ms · 14/14 testsRun it free

Free audit mode for every course • ₹99 verified pass with AI review • Upgrade to the career track for mentorship

850+
Registered Learners
Across Career Tracks & Work Experience
4.9 / 5.0
Student Rating
Based on verified learner reviews
250+
Resumes Reviewed
Personally evaluated by Founder Anuj
₹6.5L - ₹12L
Target Salary Band
Typical starting packages for data roles
Alumni placements & hiring panel experience:
L&T FinanceChosen StoreCapgeminiMedia.netOneCodeSaras AnalyticsUltrahuman
Standalone Hands-On Courses

Start With a Free Micro-Course

100% free learning — all videos, lessons, and quizzes free, with cloud execution environments and realistic datasets. ₹99 certificate optional.

FREEMOST POPULAR

SQL Fundamentals & PostgreSQL

Master relational queries from SELECT to multi-table JOINs, subqueries, and window aggregations with live in-browser auto-grading.

3 weeks57 drills

FREE learning · ₹99 certificate optional

Start Course
FREEESSENTIAL

Advanced Excel & Business Analytics

Pivot Tables, Dynamic Arrays, XLOOKUP, cohort metrics, and financial modeling on realistic multi-channel sales datasets.

2 weeks19 drills

FREE learning · ₹99 certificate optional

Start Course
FREEHIGH VALUE

Python, Pandas & Data Wrangling

Learn data transformation, cleaning dirty CSVs, outlier detection, and statistical hypothesis testing in Jupyter sandboxes.

4 weeks39 drills

FREE learning · ₹99 certificate optional

Start Course
FREEPORTFOLIO READY

Tableau & Executive BI Dashboards

Build interactive dashboards, calculated fields, LOD expressions, and executive storyboards that impress hiring managers.

2 weeks24 drills

FREE learning · ₹99 certificate optional

Start Course

Featured courses — explore the full catalog of free micro-courses.

Browse All Micro Free Courses
Want all 4 courses + 5 portfolio capstones + 1:1 founder mentorship?
The 12-Week Career Track bundles all courses, capstones, and certification starting at ₹2,499.
View 12-Week Track
12-Week Curriculum Roadmap

Structured Phases from Day Zero to Placement Ready

Finished free courses and want mentorship, capstones + guarantee? Click through each phase below to inspect the milestones, tools, and portfolio deliverables built into the track.

Weeks 1–3Phase 1 · SQL Engine

SQL Mastery & Database Foundations

Full Track Details →
Curriculum Milestones:
Milestone 0: SQL Foundations (SELECT, WHERE, Aggregations, GROUP BY)
Milestone 1: Advanced SQL (Multi-table JOINs, Subqueries, CTEs, Window Functions)
Milestone 2: SQL & Git Capstone Project
Deliverable for this Phase:
Project: Ecommerce Sales Analysis with SQL (Public GitHub Repo + README)
Skills you gain:
Relational database querying in PostgreSQLINNER, LEFT, RIGHT, and FULL OUTER JOINsCommon Table Expressions (CTEs) & SubqueriesWindow functions (ROW_NUMBER, RANK, DENSE_RANK, LEAD/LAG)Version control with Git and VS Code
Interactive in-browser PostgreSQL & Python exercises with instant auto-grading.
Explore 12-Week Track — From ₹2,499
Real Portfolio Capstones

Production Projects You Build & Defend

No toy Titanic or Iris CSVs. Every project is based on realistic business problems with real data schemas, public GitHub repositories, and structured reviewer feedback.

PROJECT 01Beginner to Intermediate

Ecommerce Sales Analysis with SQL

Handed credentials to a live ecommerce database and open-ended business questions. Build a public GitHub repository with documented SQL scripts, business findings, and a portfolio-ready README.

Ships: Public GitHub repo with structured SQL analysis, clean schema documentation, and executive takeaway notes.

PostgreSQLSQL JOINs & CTEsGitVS Code
Includes public repoView Project
PROJECT 02Intermediate

Executive Ecommerce Dashboard

Translate a CEO's high-level business questions into a concrete metrics plan, ship a first draft, incorporate stakeholder feedback, and deliver a clean dashboard leaders can act on.

Ships: Interactive BI dashboard with defined and defended KPIs, executive summary cards, and stakeholder iteration documentation.

Tableau / Power BIData ModelingKPI Design
Includes public repoView Project
PROJECT 03Intermediate

SaaS Churn & Retention Analysis

Investigate customer churn for a SaaS CFO using two independent methods — cohort retention curves and behavioral churn predictors — then author an actionable recommendation memo.

Ships: Cohort retention analysis, churn predictor notebook, and an executive recommendation on which metric to prioritize.

SQLPythonCohort AnalysisPandas
Includes public repoView Project
PROJECT 04Intermediate

A/B Testing & Product Experimentation Analysis

Audit a 50,000-user product A/B test end-to-end: check Sample Ratio Mismatch (SRM), measure 95% confidence intervals against MDE, uncover device segment anomalies, and author an executive decision memo.

Ships: Statistical experimentation audit notebook, SRM validation test, and a 1-page CPO decision memo on rollout strategy.

Pythonscipy.statsMDE ReasoningHypothesis Testing
Includes public repoView Project
PROJECT 05Advanced

End-to-End Scheduled Data Pipeline

Unify ecommerce orders and SaaS subscription data into one analytical view. Design the pipeline: extract from two sources, transform into a unified schema, and schedule regular automated runs.

Ships: Complete Python ETL repository with modular extraction, transformation, data validation, and automated scheduling.

PythonETL ArchitectureCloud SchedulingPostgreSQL
Includes public repoView Project
Manager-Led Work Experience · 8 Weeks

A Better Resume. A Job at the End of It.

This is not a lecture playlist. You ship daily work over 8 weeks in a private Discord and shared Google Docs. Founder Anuj Saini personally reviews every submission within 24 hours, rewrites your resume, and works the post-program job hunt with you until you land.

STEP 01Get the Task, Stand Up Daily

Each week opens with a real business deliverable and deadline. Post daily progress in private Discord stand-ups, just like a real team.

STEP 02Learn What the Work Demands

Watch curated video courses built for the exact task (SQL, Python, A/B testing) and build with AI as your pair-worker.

STEP 03Ship in Google Docs & GitHub

Submit your queries, dashboards, and notebooks into shared docs where they are reviewed line by line, not auto-graded.

STEP 04Written Review Within 24 Hours

Anuj personally reviews every submission with detailed written feedback on what is wrong, why, and what good looks like.

Explore Work Experience Programs⚡ 18 active students this cohort
5 Real Artifacts You Ship8-Week Program
Data Analyst - Advanced
Real E-Commerce Dataset · 1:1 Discord Reviews
Weeks 1–2: Business-ready Metabase dashboard with defined and defended metrics.
Week 3: Product & funnel analysis investigating real drop/spike root causes.
Week 4: A/B test design document with sample-size and MDE reasoning.
Weeks 5–7: Python analysis notebooks + scheduled AWS Lambda pipeline.
Week 8: Applied machine learning capstone model + business write-up.
Resume + LinkedIn rewrite by Anuj₹4,999
Interactive Career ROI Calculator

Calculate Your Salary Jump & Payback Timeline

See the exact mathematics of switching to a Data Analytics career on Topfolio.

30,000/mo
₹15,000 (Fresher)Current: ₹3.6 LPA₹1,00,000
Calculations based on 2026 hiring benchmarks for verified Topfolio graduates.
Your 12-Week Career Transformation+81% Salary Hike
Target Starting Package
6.5 LPA
Starting compensation
Net Annual Income Jump
+₹2.9 Lakhs
Additional earnings / year
1st-Year Return on ₹8,999 Fee:32x ROI
Tuition Payback Period:5.1 Days of Work
The Financial Reality:
At traditional bootcamps charging ₹2,50,000, you pay over ₹38,500 just in bank loan interest. At Topfolio, you can choose Self-Paced Pro (₹2,499) or Founder Job Guarantee (₹8,999) with zero debt.
Head-to-Head Comparison

Why Pay ₹2,50,000 for What You Can Master for ₹2,499?

See how Topfolio's production-grade curriculum dismantles the predatory bootcamp business model.

Feature / Criteria
🟢 Topfolio Career TrackBEST VALUE
🔴 Predatory Bootcamps (Scaler/UpGrad)
Learning Price
₹0 — all videos, lessons, quizzes free
₹1,50,000–₹2,50,000+
Total All-Inclusive Fee
₹2,499 (Self-Paced) / ₹8,999 (Guarantee)
₹1,50,000 – ₹2,50,000+
Payment & Debt Model
100% Upfront • 0% Debt • No NBFC Loan
24–36 Month Bank Loan / EMI Trap
Dataset Scale & Realism
1,200,000+ Live Business Database Rows
Synthetic Kaggle Toy Datasets (Titanic/Iris)
Code Execution & Feedback
Instant In-Browser Auto-Grading (18ms)
Manual TA grading (takes 3–7 days)
1:1 Mentorship & Mock Interview
Live 1:1 with Founder Anuj Saini (Ex-JPMC) [Tier 2]
Assigned to contracted junior batch TAs
Portfolio Artifacts
5 Production GitHub Repos + Live URL Profile
Templated cohort scripts (identical to 5,000 peers)
Job Guarantee & Refund Terms
Contractual 100% Money-Back Guarantee [Tier 2]
Vague "Job Assistance" with 30+ catch clauses

Where your ₹2,50,000 goes at mega-bootcamps: 60%+ to call centers and ads, ~15% to curriculum. Topfolio automates grading on real databases — same rigor at 1/100th the cost.

Anuj Saini, Founder of Topfolio
Anuj Saini
Founder, Topfolio · Ex-JPMorgan Chase
Sat on hiring panels at OneCode, Saras Analytics & Ultrahuman · Reviewed 250+ resumes
Founder's Direct Commitment
"I spent years analyzing multi-billion dollar financial systems at JPMorgan Chase. I built Topfolio because Indian EdTech is selling ₹2.5 Lakh loan traps for skills you can master in 12 weeks with real data and direct human mentorship."
1:1 ATS Resume Overhaul: I personally rewrite your bullet points to match actual Tier-1 data analytics job specifications.
1:1 60-Minute Live Mock Interview: Scheduled directly before graduation with structured feedback on SQL problem solving and behavioral communication.
Direct WhatsApp Accountability: Direct access to me whenever you get stuck on a project milestone or need application strategy.
Verified Student Outcomes

Real Students. Real Career Transformations.

Every outcome below represents a verified learner who completed their milestones and transitioned into a data role.

Career Track · 12 weeks
Placed at Chosen Store

Non-tech background, BA in 2022, then a four-year gap. Learnt data from scratch in the program and landed a full-time role.

Pradeep
Pradeep
Data Analyst at Chosen Store
From: BA Graduate (2022) · 4-Year Career Gap
Work Experience · 8 weeks
Received 3 offers, chose the one he found best

Finished the program with three offers on the table, compared them, and went with the one that fit him best.

Akshobya
Akshobya
Data Analyst
From: Final Year Student / Aspiring Analyst
Mentorship · Resume & strategy
Joined L&T Finance as Retail Credit Risk Analyst (Manager, IC)

Came for a SQL Pack and a resume check: feedback was “too basic, fails the 6-second scan.” Rebuilt quantified bullets and added a SQL project, then landed the role. Credits Python & SQL plus understanding the business and showing the recruiter he gets their business.

Ansh Gupta
Ansh Gupta
Retail Credit Risk Analyst at L&T Finance
From: Risk Operations · Resume Failing Initial Screen
* Outcomes reflect real student results following completion of all 12-week milestones and daily application logs. Results depend on candidate background and market conditions.
CONTRACTUAL WARRANTY · TIER 2

100% Money-Back Job Guarantee

Included in the Founder Career Guarantee Tier (₹8,999). If you do the work and don't land a data role paying ≥ ₹6.0 LPA within 120 days of graduation, we refund 100% of your ₹8,999 fee directly via Razorpay.

Our Mutual Commitment:
Complete all 12-week lessons and pass milestone drills (≥80%).
Submit all 5 production capstone projects on GitHub.
Attend your 1:1 resume rewrite and mock interview with Anuj.
Hassle-Free Refund Process:
Maintain a documented daily job application log in the system.
If unhired after 120 days, email anuj.saini@topfolio.in.
100% of ₹8,999 refunded directly to your bank account via Razorpay.
Starting with Self-Paced Pro (₹2,499)? You can upgrade to the Founder Guarantee Tier anytime within your first 30 days by paying only the ₹6,500 difference in your dashboard.
Transparent Upfront Pricing

Choose Your Learning Pace. Or Guarantee Your Outcome.

Transparent upfront pricing with zero hidden loan traps. Both options include the full 12-week production curriculum and 5 GitHub portfolio capstones.

TIER 1 · SELF-PACEDSoftware & Sandboxes

Self-Paced Pro

For self-directed learners who want full technical mastery on PostgreSQL sandboxes without 1:1 coaching hours.

₹2,499₹7,99968% OFF
One-time fee • Lifetime access • 30-day upgrade window
Full 12-Week Curriculum (8 Courses, 29 Modules, 226 Lessons)
125+ Interactive Auto-Graded PostgreSQL & Python Sandboxes
5 Production-Grade GitHub Portfolio Capstone Repositories
8 Gated Milestone Diagnostic Assessments (≥80% passing rubric)
Cryptographic QR-Verifiable Certificate (topfolio.in/u/[username])
Complete Career Handbooks (ATS Resume, LinkedIn, Cold Outreach)
30-Day Upgrade Window to Founder Guarantee Tier (Pay ₹6,500 diff)
Lifetime Access to all course updates, datasets, and interview banks
1:1 ATS Resume Rewrite & Live Mock with Founder
100% Money-Back Job Guarantee
⚡ Enrol Self-Paced — ₹2,499
Includes option to upgrade to Guarantee tier anytime in 30 days
100% MONEY-BACK JOB GUARANTEE
TIER 2 · FOUNDER MENTORSHIP1:1 with Founder Anuj

Founder Career Guarantee

For career switchers and freshers who want 1:1 resume overhaul, live mock interview with Anuj, and contractual job placement assurance.

₹8,999₹24,99964% OFF
One-time fee • Zero loans • Hired in 120 days or 100% refund
Everything Included in Self-Paced Pro Tier
1:1 Personal ATS Resume Overhaul with Founder Anuj Saini (Ex-JPMC)
1:1 Live 60-Minute Technical & Behavioral Mock Interview + Scorecard
Daily Verified Job Application Tracking & Review in System
Direct Async WhatsApp Mentorship with Founder Anuj Until Hired
🛡️ 100% Contractual Money-Back Job Guarantee (120-Day Full Refund Warranty)
Eligible for placement in data roles paying ≥ ₹6.0 LPA
🛡️ Enrol with Job Guarantee — ₹8,999
120-day refund warranty • Direct Razorpay bank refund if unhired
Not sure which tier fits your background? Chat with Anuj on WhatsApp
100% Money-Back Guarantee (Tier 2)Razorpay 256-bit EncryptedInstant Dashboard Access
Got Questions? We Have Answers

Frequently Asked Questions

Everything you need to know about the two tiers, curriculum, and job guarantee.

Yes — all Micro Free Course videos, lessons, quizzes, and practice are free forever. An optional ₹99 per-course pass adds AI-powered review and a hosted verifiable certificate. The Data Analyst Career Track and Work Experience programs remain our paid flagships with mentorship, capstones, and the job guarantee.
Still have questions about your specific background?
Chat directly with founder Anuj Saini on WhatsApp.
Chat on WhatsApp