compendium

11 Lessons

Startups, Unicorns & Product Companies as Analytics Employers

11 Lessons

Global Capability Centres: What the Work Actually Looks Like

11 Lessons

Case Study: An Analytics Project Reviewed for Privacy and Ethics

11 Lessons

Explainability & Accountability for Automated Decisions

11 Lessons

Bias, Proxy Discrimination & Fairness in Models

11 Lessons

Consent, Purpose Limitation & Data Retention in Practice

11 Lessons

Access Control, Anonymisation & Handling Sensitive Fields

11 Lessons

India's Data Protection Law: What Analysts Must Design For in Interviews

11 Lessons

Data Lineage, Cataloguing & Documentation

11 Lessons

Master Data Management & Reconciling Conflicting Sources

11 Lessons

Data Quality Dimensions and How to Measure Them

11 Lessons

Data Ownership, Stewardship & Definitions That Hold

11 Lessons

Why Governance Exists: Trust as the Real Deliverable

12 Lessons

Case Study: The Same Analysis Done With and Without AI

12 Lessons

Using NotebookLM to Research a Company Before an Interview

12 Lessons

Will AI Replace Analysts? How the Role Is Actually Changing

12 Lessons

Validating AI Output: The Analyst's Quality Checklist

12 Lessons

Agentic Analytics for Interviews: How Agents Query, Analyse and Report