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Operations

Operations analyst

Tracks and improves how work flows.

How people get in

E-commerce, logistics and quick-commerce companies.

First proof to build

Analyse a real process (e.g. a shop's orders) and cut one step.

National Classification of Occupations 2015, division 3: Technicians and associate professionals.

Learn what you’re missing

Free options first. Finishing a course keeps a skill self-reported; deliver a gig to prove it.

Excel / Google Sheets

Excel Skills for Business (Macquarie University)

Coursera

Free to audit

Self-paced · beginner · About 6 months part-time · certificate available

Free to audit; certificate is paid. Check current details on the provider’s site.

Google Data Analytics Professional Certificate

Google

Paid

Certification · beginner · About 6 months at a few hours a week · certificate available

Paid subscription (financial aid available on Coursera). Check current details on the provider’s site.

Inventory and operations

MITx MicroMasters in Supply Chain Management

edX

Free to audit

Self-paced · intermediate · About 1 year part-time · certificate available

Free to audit; verified certificates are paid. Check current details on the provider’s site.

SQL basics

CS50's Introduction to Databases with SQL

Harvard University

Free

Self-paced · beginner · About 7 weeks · certificate available

Free. Check current details on the provider’s site.

Kaggle Learn: Intro to SQL

Kaggle Learn

Free

Self-paced · beginner · About 3 hours · certificate available

Free. Check current details on the provider’s site.

Charts and dashboards

Kaggle Learn: Data Visualization

Kaggle Learn

Free

Self-paced · beginner · About 4 hours · certificate available

Free. Check current details on the provider’s site.

Google Data Analytics Professional Certificate

Google

Paid

Certification · beginner · About 6 months at a few hours a week · certificate available

Paid subscription (financial aid available on Coursera). Check current details on the provider’s site.

Process improvement (Lean basics)

MITx MicroMasters in Supply Chain Management

edX

Free to audit

Self-paced · intermediate · About 1 year part-time · certificate available

Free to audit; verified certificates are paid. Check current details on the provider’s site.

NPTEL courses from IITs and IISc

IITs and IISc (via NPTEL)

FreeBrowse

Browse catalogue · intermediate · 4–12 weeks per course

Free to learn; certification exam is paid. Check current details on the provider’s site.