Data Analysis with Gen AI. Real data. Real tasks. Real leaderboard.
90 hours covering Python, Statistics, Feature Engineering, EDA, SQL Server, Power BI, Tableau, Excel, ETL, AWS, Snowflake — plus Claude / ChatGPT augmentation throughout. Pre-recorded classes plus live mentor sessions. The differentiator: you ship real data tasks from ongoing Nettms Urban Habitat projects and earn points on the cohort leaderboard.
Practitioner-taught · 25-student cohorts · Activation-code portal access
90
Hours
12
Modules
₹30K
w/ coupon
Pricing
₹45,000 course. ₹30,000 with masterclass coupon.
Attend any free 2-hour masterclass to get the ₹15,000 coupon. Same final cost for everyone in the cohort.
Course fee
₹45,000
90 hours of structured content + portal access (12 months) + cohort live mentor sessions + real Nettms Urban Habitat task pool with leaderboard.
With masterclass coupon
₹30,000
Attend any free masterclass and you receive a ₹15,000 coupon on the call. Mention it when you contact us to enrol.
How enrolment works
- 1. Contact us on WhatsApp or attend a free masterclass first.
- 2. We answer your questions on a quick call and confirm the next cohort.
- 3. We send a Razorpay payment link (with your masterclass coupon applied, if any).
- 4. After payment we email you an activation code.
- 5. Sign in to the Nettms portal, enter the code, and the full course + task pool unlocks instantly.
Why this course
Not another survey course. A working analyst’s curriculum.
Four things make this course different from the dozens of free SQL / pandas tutorials, the giant MOOCs, and the survey-level data analytics programmes.
Real work, not toy datasets
You analyse real Nettms Urban Habitat construction + operations data. Every module ends in a working dashboard or report, never a quiz with synthetic CSVs.
Points + leaderboard
Project tasks earn points. Two leaderboards — learning + task completion — make your effort visible. Top performers get first call on Nettms openings (when openings exist).
Live mentor sessions, not just recorded videos
Pre-recorded classes you can rewatch any time PLUS scheduled live mentor sessions to unblock you on real production work. No "watch a YouTube playlist alone" loneliness.
Honest placement framing
We provide placement support and we hire from the cohort when Nettms Urban Habitat has openings. We do not promise a job. If your goal is a guaranteed offer, this course is not for you — we want learners who want to learn.
What you’ll ship
6 real deliverables. Yours to ship + earn points.
Every module produces a real, reviewable artefact. By the end of 150 hours you have a public portfolio that proves working-analyst skill — with leaderboard points as receipts.
- Capstone-eligible
Cohort SQL warehouse query
Write a production SQL query against Nettms Urban Habitat data. Pass code review by a senior data engineer. Submit; earn points.
- Portfolio piece
Power BI / Looker dashboard
A real stakeholder-facing dashboard from a Nettms Urban Habitat brief. Visual hierarchy, filters, drill-down. Shippable to the requesting team.
- Capstone-eligible
LLM-augmented analysis report
Take a free-text dataset (customer feedback, site notes, ticket descriptions). Use Claude to extract themes + write the exec summary in 30 minutes.
- Senior-analyst skill
Automated weekly report
Stop running it yourself — wire n8n / Airflow to pull, summarise, and email it every Monday. Set alerts for out-of-band numbers.
- Standout portfolio piece
RAG-over-your-warehouse tool
Build a "chat with your data warehouse" assistant for the cohort. Index schema + sample queries; answer analyst questions in seconds.
- Interview-prep gold
A/B test analysis writeup
Real product experiment data, real statistical write-up. The kind of memo a product manager actually circulates.
Curriculum
12 modules. 90 hours of practitioner depth.
The data + Gen AI stack working Indian companies actually hire for. No survey content; every module ends in a hands-on artefact you can put on GitHub.
- 1
Python for Data Analysis
Python fundamentals (3.12+) tuned for analysts. Pandas, NumPy, Matplotlib, Seaborn. Load CSVs and Excels, transform, plot. Build muscle memory before you touch a model.
- 2
Advanced Excel for Analysts
Pivot tables, lookups, Power Query inside Excel, scenario modelling. Still the most-asked tool in 60% of Indian analyst interviews.
- 3
SQL for Data Analysts
SQL Server fundamentals through advanced. Joins, subqueries, CTEs, window functions, query plans. Retrieve, manipulate, aggregate complex multi-table databases.
- 4
Statistics for Data Science
Descriptive stats, probability, sampling, hypothesis testing, inferential statistics, A/B testing. The math foundation that lets you defend a number in a meeting.
- 5
Feature Engineering & Preprocessing
Missing data, encoding categoricals, scaling, feature selection. Turn raw messy data into features that make every downstream analysis work harder.
- 6
Exploratory Data Analysis (EDA)
Summarise, visualise, find trends + patterns + outliers with Matplotlib + Seaborn. The discipline that surfaces the real question before you answer the wrong one.
- 7
Power BI + DAX
Build interactive dashboards executives actually open. Power Query for transforms, DAX for complex calculations, real-world reporting projects with scheduled refresh.
- 8
Tableau for Visualisation
The second dashboarding tool Indian product companies expect. Calculated fields, parameters, story points, publishing to Tableau Public for your portfolio.
- 9
ETL — Build a Real Pipeline
Extract from source, transform with Python, load into a warehouse. Tools, orchestration basics, idempotency, when to use what.
- 10
Cloud Data — AWS + Snowflake
S3, Athena, Redshift fundamentals on AWS. Snowflake architecture, virtual warehouses, querying at scale. The cloud stack senior analyst job postings now ask for.
- 11
Gen AI for Data Analysts
Claude / ChatGPT as a co-pilot. Prompt patterns that compress 4-hour Excel analyses into 30 minutes. RAG over your data warehouse documentation. When to trust the LLM, when to double-check.
- 12
Capstone — Ship a Real Nettms Urban Habitat Data Project
End-to-end: raw warehouse → cleaned dataset → EDA writeup → Power BI / Tableau dashboard → exec brief. Earn leaderboard points; build a portfolio piece you can hand to a recruiter on day one.
Full syllabus PDF
Want every module + reading list?
Same curriculum brief used by the Applied AI Engineer Program — adapted for the analyst track. Quick name + email + phone, instant download.
Lead instructor
Taught by K Shiva. A practitioner, not a YouTuber.
Shiva runs the data + IT/AI division at Nettms. He ships SQL + dashboard + LLM-augmented analysis work for Nettms Urban Habitat every week — the exact stack you’ll learn. The course is taught from real engineering decisions, not generic tutorials.
- Builds production data pipelines + dashboards for Nettms Urban Habitat every week.
- Personally reviews every cohort capstone — you get senior feedback, not auto-graded quizzes.
- Available in the live mentor sessions every week — no "assigned TA" middle layer.
- No co-branded rented credentials. The certificate stands on the work it produces.
Hyderabad · Nettms Urban Habitat IT/AI division
Your portal
Sign in. Enter activation code. Start shipping data work.
After your Razorpay payment clears, we email you a one-time activation code. Sign in to the Nettms portal, paste the code, and the full course library plus the Nettms Urban Habitat task pool unlocks. Submit tasks, earn points, climb the leaderboard.
- 12 modules · pre-recorded video lessons · HD stream · 12-month access
- Real Nettms Urban Habitat task pool — pick a task, ship it, submit
- Two leaderboards — learning + task completion. Top performers get first call on Nettms openings.
- Capstone submission + verifiable Nettms certificate on completion
Activation-code gated
One code per enrolment · 12-month access · non-transferable
Common questions
Before you contact us, the answers everyone asks.
Ready to ship real data work instead of toy CSVs?
₹45,000 · ₹30,000 with masterclass coupon · 90 hours · real Nettms Urban Habitat tasks.
25-student cohorts · live + recorded · 12-month portal access