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3 DETAILED data portfolio projects ideas + datasets

Perfect for Beginner, Intermediate and Advanced data professionals 🔥

Top 5 in-demand Data Analyst skills in 2025

Based on 101 current Data Analyst & Business Analyst job openings

How to smash a SQL interview

My framework that landed offers from Google, Meta and Amazon.

The 5 Most Common Interview Mistakes

How I became a Business Analyst at Amazon: My career story (part 1)

I was a Business Analyst at Amazon. Here’s my story on how I landed that job.

5 most in-demand Data Science skills in 2025

Based on 101 current Data Science job openings

25 (not boring) Data portfolio project ideas

20 (somewhat Advanced) SQL Questions and Answers

I analyzed 100 Data & Business Analyst jobs

Here’s what you need to know about being a Data Analyst

7 types of Data Science interviews you should be prepared for

5 mistakes to avoid in your Data Science resume