EDA with PowerBI: From Raw Data to Optimized Model Readiness

M.M.L introduces EDA with PowerBI: From Raw Data to Optimized Model Readiness, presented by our guest speaker Brandon Fernandez, whose expertise is leveraged in all stages of a project’s lifecycle, from initial discussions with the stakeholders, architecture and design, to actual development (databases, data warehouse, ETL system, semantic layer, interactive reports for gaining data insights) and release in production (deployment mechanism, auditing, documentation, and support).

In this session, attendees will explore the foundations and practical methods of Exploratory Data Analysis (EDA) using Power BI. The focus will be on turning raw, unstructured data into meaningful insights and preparing it for advanced modeling. The presentation opens with a clear explanation of what EDA is and why it plays a critical role in the analytics lifecycle, showing how patterns, trends, and anomalies can be uncovered through visual and basic statistical analysis. Participants will see how Power BI enables fast, collaborative, and secure data exploration, while also gaining an understanding of where it differs from more advanced analytical tools.

The session will walk through the core EDA process, including best practices for cleaning and transforming data within Power BI, setting the stage for more accurate visualizations and reliable interpretations. Key techniques such as summary statistics, distribution analysis, and relationship discovery will be highlighted. Attendees will also learn how to connect data insights to real business objectives, avoid common analytical mistakes, and continuously refine their approach for better model readiness. By the end, participants will leave with practical strategies to confidently explore their data, uncover valuable insights, and support smarter, data-driven decisions.

Target audience:
Data Analysts, Data Scientists, Machine Learning Engineers, and anyone interested in leveraging PowerBI for optimized model Readiness.

Format: 60-minute presentation, with Q&A

About Speaker:
Brandon Fernandez is an experienced Business Intelligence Analyst, passionate about databases, automation, and data visualization. He possesses strong expertise in developing enterprise-level Business Intelligence solutions for various lines of business, including IT (Managed Services, Security Services, Help Desk, etc.), Finance, Marketing, and Sales Ops. My focus is on performance optimization, pattern recognition, efficient analysis of business processes, and the creation of interactive visualizations.