Data Analytics
From Raw Data to Decision
By Day 5: Produce a reproducible analysis where the numbers reconcile and the recommendation follows from the evidence.
Data Analytics is a five-day live online WorkReady Capability Sprint for aspiring analysts, business/operations learners, freshers and professionals who need evidence-led decisions. Days 1–4 are 90-minute sessions and Day 5 is a 2–3 hour Capability Showcase; the complete Sprint costs ₹2,000.
- ₹2,000
- Complete 5-day Sprint
- Days 1–4
- 90 min/day live
- Day 5
- 2–3 hr Capability Showcase
Paid professional capability development. Not a job or placement service.
At a glance
- Who it's for
- Aspiring analysts, business/operations learners, freshers and professionals who need evidence-led decisions.
- Entry level
- Basic spreadsheet comfort. SQL familiarity helpful but not mandatory if the cohort uses the spreadsheet-first path. Open — no readiness check before you join.
- Format
- Online · a focused five-day live online studio
- Duration and schedule
- Days 1–4 are 90-minute live sessions. Day 5 is an extended 2–3 hour Capability Showcase.
- What you produce
- Analysis pack + metric checks + recommendation
- Fees
- ₹2,000 for the complete 5-day Sprint
- What it is not
- Advanced statistics, experimentation and forecasting are optional exposure only. One reproducible analysis and recommendation. Not a job or placement service. SkillsNCR does not guarantee employment, placement, salary or interview outcomes.
Learners often build attractive charts with incorrect joins, denominators, duplicates or metric definitions.
Analyse a messy business dataset correctly, define defensible metrics and communicate one actionable recommendation.
Your five days, day by day
Days 1–4 are 90-minute live sessions. Day 5 is an extended 2–3 hour Capability Showcase. Open each day to see what you do and what you leave with.
Day 1Question, grain and data quality90 min
- Business question
- Row grain
- Keys
- Missing/duplicate/invalid data
- Baseline interpretation
You leave the day with: Data-quality and metric plan
Day 2Analysis logic90 min
- Filters, grouping and comparisons
- SQL/spreadsheet calculation path
- Joins and denominator risks
You leave the day with: Saved analysis queries/formulas
Day 3Metrics and descriptive reasoning90 min
- Distributions/variation
- Averages vs medians
- Rates and cohorts
- Correlation vs causation boundary
You leave the day with: Metric dictionary + validated results
Day 4Visualisation and recommendation90 min
- Choose visuals based on question
- Reconcile visual to source results
- Limitations
- Human review/revision
You leave the day with: One-page analysis/report
Day 5Capability Showcase2–3 hr
Changed-case challenge: Fresh data or a changed denominator supplied
- Learner presents recommendation
- Reviewer challenges one metric
- Learner reruns analysis and updates conclusion
You leave the day with: Final proof pack, submitted after the changed-case challenge
Tools you work with
- Excel / Google Sheets
- SQLite / DuckDB or equivalent SQL environment
- Power BI / Looker Studio (optional, one bounded visual)
Tool names describe what is used in the Sprint. No vendor endorsement, certification or licence is implied.
Analysis pack + metric checks + recommendation
This is the work you explain, question and adapt in the Day 5 Capability Showcase.
Your proof pack
- 01Quality checks
- 02Queries/formulas
- 03Metric dictionary
- 04Reconciled output
- 05Report
- 06One-page recommendation
What a reviewer checks
- Correct grain/joins/denominators
- Reproducible results
- Limitations stated
- Visual does not contradict data
- Changed data can be re-analysed correctly
Your work has to survive a changed case.
On Day 5 you present the work, explain key decisions, identify limitations and respond when part of the case changes. The final proof pack is submitted after that challenge.
- Present
Walk the reviewer through the work and the decisions behind it.
- Question
Answer challenges on evidence, assumptions and risk.
- Adapt
Fresh data or a changed denominator supplied
- Defend
Submit the final proof pack and explain what changed and why.
₹2,000for the complete 5-day Capability Sprint
- Days 1–4
- Live Sprint sessions · 90 minutes/day
- Day 5
- Extended Capability Showcase · 2–3 hours
Paid professional capability development. Not a job or placement service.
Included in the Sprint
- An applied professional case
- Human review and feedback
- Revision after feedback
- A Day 5 changed-case challenge
- A final proof pack: Analysis pack + metric checks + recommendation
Questions worth asking.
Is a Capability Sprint just a short course?
No. It is a focused live capability studio built around doing one bounded kind of professional work, receiving feedback, revising it and demonstrating what you can do.
Will this make me a data analyst?
No. The Sprint builds one bounded capability: produce a reproducible analysis where the numbers reconcile and the recommendation follows from the evidence. Advanced statistics, experimentation and forecasting are optional exposure only. One reproducible analysis and recommendation. SkillsNCR does not promise a role, job or placement.
Do I need prior experience?
No readiness check is needed. Prerequisite: Basic spreadsheet comfort. SQL familiarity helpful but not mandatory if the cohort uses the spreadsheet-first path.
What will I produce?
Quality checks, Queries/formulas, Metric dictionary, Reconciled output, Report, One-page recommendation.
What does a Sprint cost?
₹2,000 for the complete five-day Sprint.
How long is it?
Days 1–4 are 90-minute live sessions. Day 5 is an extended 2–3 hour Capability Showcase.
When is the next cohort?
This Sprint is opening soon. It opens once enough learners join the waitlist — join it on WhatsApp and you will hear when a cohort is confirmed.
Can I join only one Sprint?
Yes. Each Sprint is designed to provide standalone value.
Does this guarantee a job or placement?
No. WorkReady is paid professional capability development, not a job or placement service. SkillsNCR does not guarantee employment, placement, salary or interview outcomes.
Join the waitlist for Data Analytics.
Paid professional capability development. Not a job or placement service.