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Insights & Resources

Revenue Is Growing but Profit Is Falling: A Data Analytics Case Interview with a Worked Answer

by pangaeax-admin | Nov 6, 2026 | CompeteX

Work through a data analytics case interview where revenue rises but profit falls. Analyse price, volume and costs, then present your recommendation.

Market Basket Analysis Project: Find Product Associations Using Support, Confidence and Lift

by pangaeax-admin | Nov 6, 2026 | CompeteX

Build a market basket analysis project in Python. Calculate support, confidence and lift, compare association rules and choose a recommendation to test.

Python Generators and Iterators: Interview Questions with Explained Answers

by pangaeax-admin | Nov 5, 2026 | AuthenX

Practise Python generators and iterators interview questions with explained code examples covering yield, lazy evaluation, exhaustion and common errors.

DAX Filter Context Cheat Sheet: CALCULATE, ALL and Context Transition

by pangaeax-admin | Nov 5, 2026 | AuthenX, Cheat Sheet, CompeteX

Understand DAX filter context with CALCULATE, ALL and context transition. Follow Power BI examples to explain totals, slicers and unexpected results.

MCP for Data Analysis: What It Is, How It Works and Common Use Cases

by pangaeax-admin | Nov 5, 2026 | AI & ML, PangaeaX

Understand MCP for data analysis, how AI assistants connect with data sources and tools, and common use cases explained through a practical example.

How to Prove Your Data Skills Beyond Certificates: Projects, Challenges, and Verified Assessments

by pangaeax-admin | Nov 5, 2026 | AuthenX, CompeteX

Introduction You have completed courses, earned certificates and learned tools such as SQL, Python...

From Dashboard to Decision: How to Turn Data Analysis Into Business Recommendations That Get Implemented

by pangaeax-admin | Nov 4, 2026 | CompeteX, OutsourceX

Turn data analysis into business recommendations with actions, owners and success measures. Follow a practical example from dashboard to implementation.

Can a CV Really Tell You Who the Best Data Analyst Is? Rethinking Technical Hiring

by pangaeax-admin | Nov 3, 2026 | AuthenX, CompeteX

Compare CV screening, practical skills challenges and structured interviews to assess data analysts and choose candidates who can solve business problems.