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Practical tips on SQL, Power BI, Excel and building a data career

Future of AI & Analytics
Sep 26, 2026

How to Test Whether an Operational Pattern Is Worth Investigating?

A manager tells you: Something is wrong with the order process. Can you investigate?You look at the data and notice that orders requiring manual...

Career & Skills
Sep 22, 2026

Why Senior Candidates Need a Different Portfolio Strategy From Fresh Graduates

Why Senior Candidates Need a Different Portfolio Strategy From Fresh Graduates?A fresh graduate can impress an employer by showing: I know Power...

Career & Skills
Sep 11, 2026

When a Positive Trend Deserves Investigation Instead of Celebration?

A KPI moves in the right direction.- Sales are up 18%.- Customer complaints are down.- Productivity has improved.The immediate reaction is usuall...

Career & Skills
Sep 10, 2026

When to Compare Against a Baseline Instead of Last Month?

A manager asks, Sales are down 8% from last month. Should we be worried?The calculation is easy. The analytical decision is not. Comparing w...

Career & Skills
Sep 09, 2026

Why Business Rules Matter More Than Perfect Queries in Real Reporting?

You can write a technically perfect SQL query and still deliver the wrong business answer. That is one of the realities analysts often discover a...

Career & Skills
Sep 08, 2026

You Are the Analyst: A Business Owner Wants Certainty From a Very Short History?

A business owner gives you six weeks of sales data and asks: Can you tell me whether sales are going to keep growing?You have a dashboard. You ha...

Career & Skills
Sep 04, 2026

What Your Portfolio Reveals When You Show the Investigation Timeline?

Most portfolio projects show the beginning and the end. From Problem to Dashboard and to Finding. It looks clean. It also hides the most importan...

Career & Skills
Aug 30, 2026

You Are the Analyst: A Senior Leader Gives You a KPI With No Target

A senior leader asks: Customer response time is 42 minutes. Is that good or bad?You have the data. But you don't have a target. This is where man...

Career & Skills
Aug 28, 2026

Why Experienced Career Switchers Should Lead With Business Problems, Not Tool Lists?

An experienced career switcher often makes the same mistake. I know Excel, SQL, Power BI and Python. That tells an employer what tools you can us...