Data Analyst Project - Dashboard Design & Data Storytelling - Power BI, SQL & Python

In Module 4 of the Finance Analytics Portfolio Project we move from data models into dashboards, focusing on dashboard design, financial reporting and data storytelling using Power BI.

You’ll step into the role of an data analyst as we design finance and operational dashboards that reflects how stakeholders consume insights from structured P&L reports to operational performance views and scenario analysis.

This module reflects real-world analytics work because great dashboards are not just about visuals, but about clarity, structure and guiding decision-makers through the story behind the numbers.

📁 Want to follow along?
- Set up your environment here as outlined 👉 https://youtu.be/XvXEUpS8HmQ
- Get the necessary data & files to follow this YouTube version here 👉 https://github.com/aliahmadportfoliostack/portfolio-project-finace-analytics
- Interested in the full version of the Finance Analytics project from PortfolioStack 👉 https://www.portfoliostack.io/?utm_source=youtube&utm_medium=video&utm_campaign=finance_analytics_m4&utm_content=description

🎥 Video Chapters
00:00 - Intro to Module 4
00:13 - Introduction to Dashboard Design
07:12 - Connecting to DuckDB & Data Modeling Setup
16:45 - Building the P&L Report
26:41 - Building the Operational Dashboard
31:41 - Scenario Analysis Dashboard
35:19 - Storytelling
41:10 - Recap & Next Module

📌 What You’ll Learn
- How to approach dashboard design for finance and operations
- How to a clean Profit & Loss report in Power BI
- How operational dashboards differ from financial reporting
- How scenario analysis supports decision-making
- How to communicate insights through structured data storytelling

Next up in Module 5, we’ll turn this project into a complete portfolio case study and prepare it for job applications and interviews so make sure you follow along and are ready to continue.

🙌 Please like, subscribe, and turn on notifications as more PortfolioStack projects are coming.

Видео Data Analyst Project - Dashboard Design & Data Storytelling - Power BI, SQL & Python канала Ali Ahmad