A dashboard is only useful when its numbers answer a real question and can be traced back to the source data.

Start with the question and the source

AI5 Academy’s Data Analytics with AI course combines Microsoft Excel, SQL, Power BI, Power Query, DAX, Python and Pandas with AI-assisted analysis. The current course page gives the duration, modules and project work.

Ask what a manager needs to decide. Define the time period, data source and metrics before asking an AI assistant to write a query or suggest a chart. Check its output against source rows and reconcile totals before presenting a result.

Build a branch performance report

Use a fictional retailer with branches in Dubai, Abu Dhabi and Sharjah. Clean dates and currency fields, remove duplicate orders, account for returns, then compare monthly revenue and order volume by branch.

Build a dashboard with definitions for each metric. Ask AI to propose SQL checks and chart options, then verify the query logic yourself. Deliver a short memo stating what changed, what might explain it and what additional data would be needed before taking action.

Practical AI courses connected to this topic

Data Analytics with AI
See the current modules, duration and projects.

Plan the class around your work week

AI5 teaches live online from New Delhi. If you work in the UAE, ask for the next schedule in Gulf Standard Time, the current fee and a free demo before enrolling. Do not assume an India-listed batch time suits your calendar.

Common questions

Does the course use Python as well as Power BI?

The current AI5 course catalogue lists Python, Pandas and Power BI among its tools. Check the module sequence on the course page.

Can I attend from Abu Dhabi?

The course lists live online delivery. Confirm the upcoming class time with admissions.

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