AI & Data Analytics

AI & Data Analytics Training

Programmes that build business judgement, not just tool skills — people who can read data, question it, and use AI tools without losing their own judgement. Designed and taught personally by Swarup Kumar.

Talk to us about a batch Find your programme
01

For MBA & M.Com cohorts

One flagship programme, delivered in two parts across the semester.

24 hours8 sessionsCampus + live onlineCase-based

Business Data & AI Readiness

The flagship programme for MBA and M.Com cohorts. Two parts in one arc: reading and presenting business numbers the way finance teams do, then using AI tools on that work — and catching their mistakes.

Part 1 · 12 hours

From Numbers to Decisions

Read a company P&L, prepare data in Excel, find the budget-vs-actual gaps that matter, and present a three-slide variance story.

P&LVarianceExcel
Part 2 · 12 hours

AI for Business Decisions

Use AI tools on real business tasks, spot invented numbers and confident errors, understand data privacy boundaries, and deliver an AI-assisted decision memo.

Hands-onNo coding
Outcome

Students leave with two team capstones, a verification checklist for AI output, and an assessed certificate.

Bring this programme to your institute
02

For undergraduate cohorts

B.Com, BBA and BCA — the same structure, fitted to the semester calendar.

01

Business Data & AI Readiness — undergraduate edition

The same structure as the flagship at a shorter duration, with contact hours fitted to the semester calendar.

~20 hoursCampusCase-based
02

From Numbers to Decisions

A 12-hour foundation in reading business data honestly: what a metric measures, where averages mislead, how to test a claim, and how to present a finding so a decision follows. Ends with a case study submission.

12 hoursCase study
03

Data Analytics Tools

Hands-on Excel, Power BI, Python and Tableau, at Basic and Advanced level. A natural fit for BCA and analytics-minded commerce students.

BasicAdvanced
See the tools courses
Adaptable by cohort

Content can be adapted for BCA cohorts.

03

For engineering graduates Launching soon

Register your interest and we will tell you when the first batch forms.

AI Product & Project Management

For engineering graduates and technology professionals moving into AI delivery: scoping a use case, evaluation and acceptance criteria, deployment gates, model risk and governance, and running a pilot that survives production.

Engineering gradsIT professionalsDelivery governance

Register interest

04

For professionals and teams

Hands-on tool courses, open cohorts, compliance readiness, and private batches built around your own data.

4a

Data Analytics Tools

01

Power BI

Basic: the data model, Power Query, core DAX, and a report people will actually open. Advanced: model optimisation, DAX at depth, and auditing the performance of an existing report estate.

BasicAdvancedPower QueryDAX
02

Excel for Analysts

Basic: clean structure, lookups, and dependable summary reporting. Advanced: Power Query, Power Pivot, dynamic arrays and modelling patterns — built around finance and accounting work.

BasicAdvancedFinance & accounting
03

Python for Data

Basic: fundamentals, pandas, cleaning and exploratory analysis. Advanced: analysis at scale, visualisation, and an introduction to applied machine-learning workflows.

BasicAdvancedpandasApplied ML
04

Tableau

Basic: connecting data, chart grammar, and a first dashboard that answers a question. Advanced: calculations, LOD expressions, dashboard performance, and publishing and governance concepts.

BasicAdvancedDashboards
4b

Open enrolment

From Numbers to Decisions

Not part of a campus or corporate batch? Join a live online open cohort.

Register
4d

Private corporate batches

Built around your data and your tools, adapted before the first session.

Talk to us
Compliance & regulatory training4c · Data protection, standards and AI governance
01

Data protection & privacy

HIPAA and GDPR awareness for product, engineering and delivery teams: lawful basis, data minimisation, retention, breach response, and what changes in daily engineering practice.

HIPAAGDPR
02

Standards & safety

ISO 13485 for medical devices, ISO 26262 for automotive functional safety, and ISO 27001 for information security — awareness and readiness for engineering and quality teams.

ISO 13485ISO 26262ISO 27001
03

AI governance for regulated teams

Evaluation evidence, deployment gates, human oversight, vendor and model risk, and documenting decisions so they hold up in an audit.

AI governanceModel riskAudit evidence
Awareness and readiness, not certification

These are practitioner-led training and readiness sessions, not accredited certification exams. Eeshaanvi is not a certification body for these standards. Where a formal certificate is required, we will name the issuing body.

05

For colleges and business schools

We run campus programmes with MBA schools and colleges, fitted to your academic calendar.

Run a campus programme with us

1
Fits your timetable: campus, live online or hybrid.
2
Complements existing training: focused on business judgement and AI, not a repeat of technical tools courses.
3
Certificates: assessed certificates, co-branded with your institute if you wish; can be mapped as a value-added course under your own academic rules.
4
Faculty development: AI in Management Teaching — a practical 3-hour workshop.
5
See it first: a free 60-minute session for your students and faculty.

Talk to us about your calendar

Tell us the cohort, the semester window and the contact hours available, and we will come back with a programme plan fitted to it.

Postgraduate cohorts

Business Data & AI Readiness — 24 hours across 8 sessions.

Undergraduate cohorts

Undergraduate edition, or From Numbers to Decisions.

Faculty

AI in Management Teaching — 3-hour workshop.

Request programme details
06

How a batch runs

There is no fixed public calendar. Batches are scheduled around the group.

Four ways to run it

Campus programmes

Fitted to the semester calendar for MBA, M.Com, B.Com, BBA, BCA and engineering cohorts.

Private corporate batches

Built around your data and your tools, adapted before the first session.

Live online

Instructor-led, with the same exercises and case study as the in-person batch.

In person

Open cohorts run when a batch fills.

The working rules

1
Open-enrolment cohorts are capped at 12 participants. Campus and corporate batch sizes are agreed with the institution.
2
Practitioner-led — delivered personally by Swarup Kumar.
3
Realistic datasets, exercises and answer keys, which participants keep.
4
A certificate is issued on meeting the programme’s attendance and assessment requirements.
5
Open-cohort fees are quoted as a single GST-inclusive figure, refunded if Eeshaanvi cancels a batch — see the Refund & Cancellation Policy.
6
Registering means you accept our Terms of Service and Privacy Policy.
07

Questions

Which programme is right for me?
MBA and M.Com cohorts start with Business Data & AI Readiness. Undergraduate cohorts usually start with From Numbers to Decisions or the undergraduate edition. If you mainly need hands-on tool skills, choose the Data Analytics Tools courses.
Is this a certification programme?
No. Eeshaanvi is an industry training company, not a university or accreditation body. Participants receive an Eeshaanvi certificate confirming attendance and assessed work. Institutions may co-brand it or map it as a value-added course under their own rules.
When is the next batch?
Dates are set once a cohort is confirmed, rather than published in advance. Send us your audience and the window you are working to, and we will tell you what is forming.
Do participants need a technical background?
Not for the business programmes — there is no coding in them. The Data Analytics Tools courses assume comfort with spreadsheets, and the Advanced levels assume the Basic level or equivalent hands-on experience.
Can you tailor the content to our data?
Yes, for private batches. We work from a masked, representative sample of your own data so the exercises match the work.
Do you invoice with GST?
Yes. Invoices are raised by Eeshaanvi Consultancy Private (OPC) Limited.
Upskill your team

Bring a cohort in-house

Tell us who needs training and when.

Talk to us about a batch