Do I need any programming experience?

None. We start from Python syntax on day one. If you can use Excel, you have more than enough foundation to succeed.

How is this different from the Inventory Optimisation program?

This program teaches Python the language — data wrangling, automation, APIs, visualisation. Inventory Optimisation uses Python as a tool for a specific domain. Many students do both.

What Python version do I use?

Python 3.10 or later. All libraries are free and install with pip. Jupyter Notebooks are the working environment — available free via Anaconda.

Will I build a portfolio?

Yes. The capstone is an end-to-end automation project you own and can deploy — a working piece you put on your LinkedIn and GitHub.

How long do sessions run?

Weekend live sessions run approximately 3 hours each (Saturday and Sunday). All sessions are recorded and available to rewatch.

Is there a certificate?

Yes — Mathnal Analytics Certified Python for Analytics (CPA™) certificate on completion of modules and capstone.

Can I enrol mid-cohort?

Contact us — depending on how many sessions have passed, late enrolment may be possible with catch-up recordings.

>>> from excel import you # level up

Python for Supply Chain

Go from zero to confident with Python for real data work. Master language fundamentals plus pandas, NumPy and visualisation — the foundation for analytics, automation and AI in supply chain.

🗓 Weekends⏱ 8 Weeks📊 48 Hours🇮🇳 ₹19,999🌍 $239

🎓 Enrol Now Curriculum ↓ 💬 WhatsApp

PYTHON FOR SUPPLY CHAIN

10Modules

48Hours

Beginner+Level

CPA™Award

🎯 CPA™ Certificate + Automation Portfolio + GitHub Profile

Python · pandas · NumPy · matplotlib · seaborn · Jupyter · APIs · SQL · automation · scripting · data wrangling · visualisation · lists · dicts · functions · loops · Python · pandas · NumPy · matplotlib · seaborn · Jupyter · APIs · SQL · automation · scripting · data wrangling · visualisation · lists · dicts · functions · loops ·

01 — About the Program

The skill gap this program closes.

Go from zero to confident with Python for real data work. Master language fundamentals plus pandas, NumPy and visualisation — the foundation for analytics, automation and AI in supply chain.

Who should attend

Analysts moving beyond ExcelSupply chain & ops professionalsAspiring data analysts / scientistsEngineers & finance professionalsResearchers & studentsAnyone automating repetitive work

02 — Why This Program?

Six reasons this changes your career.

🐍

Python-First, Production-Ready

Write clean, readable Python from the first session. Every concept is taught through real SC data — not toy examples.

⚡

Unlock Every Next Skill

Python is the foundation for forecasting, optimisation, ML and agentic AI. Learn it well once and everything else is faster.

🔧

Automate Real Work

Turn the Excel tasks you repeat monthly into 10-line scripts that run on a schedule without you.

📊

pandas Fluency

Clean, merge and reshape messy SC data with pandas — the skill that separates analysts from everyone else.

📈

Visual Storytelling

Build charts with matplotlib and seaborn that communicate insight — not just tables no one reads.

🔗

Connect Everything

Pull data from files, REST APIs, SQL databases and web sources — all from the same Python environment.

03 — Who Is This For?

Built for supply chain professionals.

Excel Analysts

Finance / SC / Ops

The most practical upgrade from spreadsheets to scripting and automation.

SC Professionals

Planning / Logistics

Add Python to your toolkit — one script that runs while you sleep.

Aspiring Data Analysts

Early Career

The foundation for every analytics, ML and AI role in supply chain.

Students

Engineering / MBA

Learn Python the right way — with real data and deployable projects.

04 — Curriculum

10 modules, from concept to deployment.

Each module: live instruction · real dataset exercise · graded assignment · recording.

05 — Industry Case Studies

Learn from real supply chains.

AMAZONM06, M07

Demand Spike Detection

Python script monitoring 30,000 SKUs for anomalous demand. Alert time from 2 days to 20 minutes.

SWIGGYM09, M10

Delivery Performance Pipeline

Automated ETL: orders + GPS data → daily OTIF report. Replaced 8 hours of manual Excel work.

TATA MOTORSM05, M06

Spare Parts Analytics

Python + NumPy variability analysis for 8,000 MRO SKUs — safety stock recalibrated in 10 minutes.

NESTLEM07, M08

Forecast vs Actual Report

pandas merge of forecast, sales and production data — monthly S&OP report automated in full.

DHLM09, M10

Route Compliance Dashboard

API pull from TMS → pandas analysis → matplotlib chart pack. Sent to 5 managers automatically.

FLIPKARTM03, M07

Inventory Classification Engine

Python ABC/XYZ engine processing 50,000 SKUs in 4 seconds. Output directly into Power BI.

06 — Tools & Tech Stack

Hands-on with the tools planners actually run.

Language

Python 3

Core standard

Environment

Jupyter

Interactive notebooks

Data

pandas

Wrangling

Maths

NumPy

Fast computation

Charts

matplotlib

Visualisation

Stats

seaborn

Statistical charts

APIs

requests

REST API calls

Data

SQL + SQLite

Database queries

07 — Career Outcomes

Roles this program unlocks.

🐍

SC Data Analyst

₹7–14 LPA

FMCG, E-Commerce, 3PL

📊

Business Analyst

₹8–16 LPA

Consulting, Tech, FMCG

⚙️

Data Engineer (Entry)

₹10–18 LPA

Startups, Data Teams

📈

Forecasting Analyst

₹9–15 LPA

Amazon, Flipkart, HUL

🤖

ML Engineer (SC)

₹15–28 LPA

Tech + SC Platforms

🎯

SC Analytics Consultant

₹18–35 LPA

Big 4, McKinsey, BCG

08 — FAQ

Got questions?

09 — Enrolment & Pricing

Choose the track that fits your team.

★ MOST POPULAR

Professional · Live Cohort

₹19,999

per participant

8-week live weekend cohort
All recordings & notebooks
Capstone project review
CPA™ certification

SELF-PACED

Self-Paced eLearning

₹7,999

per learner

Full recorded curriculum
Coding exercises & datasets
Auto-graded assessments
Completion certificate

CORPORATE

Corporate · In-House

₹1,99,000

flat · team up to 20

Tailored to your use cases
On-site or live online
Team automation capstone
Manager outcome report

COLLEGE BATCH

College Batch · Model D

₹1,29,000

flat · cohort up to 60

Placement-oriented delivery
Portfolio project & mentoring
Faculty enablement session
Bulk CPA™ certification

* Indicative pricing. GST as applicable. Early-bird and multi-seat discounts on request.

10 — Certification & Enrolment

Earn your credential.

CPA

Awarded On Completion

Certified Python for Analytics™

Mathnal Analytics is a supply chain AI and analytics firm based in Hyderabad. Our instructors use Python daily for real supply chain problems — every concept is grounded in production use, not theory.

Write the code. Own the workflow. Build the SC analytics skill no Excel shortcut can replace.

Reserve your seat.

Seats per cohort are limited to keep capstone reviews personal. Fill in the form to secure your place or request a corporate proposal.

✉️ krishnaidu@mathnal.tech 📱 +91-7993651356 🌐 mathnal.tech · Hyderabad, India

Related courses & tools

📦 Inventory Optimisation →📊 SQL & Power BI →🐍 Forecasting with Python →🩺 SC Diagnostic Tools →🎓 SC AI Certification →

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