Free

Data Analytics 101 For AEC Project Managers

👏 Welcome to "Data Analytics 101 - For AEC Project Manager"!

Its companion course, "Data Analytics 102", will launch soon! 

In Data Analytics 102, you’ll earn a Data Analytics Certificate upon completion.

Sign up for AAL’s course launch newsletter from HERE 🎉, to stay updated on the 102 course launch! 


In the ever-changing world of AEC (Architecture, Engineering, and Construction), data holds the key to sharper decisions, tighter budgets, and smoother projects. This two episode course is crafted for AEC project managers eager to unlock the potential of data analysis—no tech background needed. From tidying up messy records to forecasting delays and spotting trends, it offers practical tools to transform numbers and text into clear, actionable insights.

What’s Covered:

  • 📊 Why Data Counts: A look at how data skills are reshaping the AEC industry and their growing importance for project success.
  • ✊ Starting Simple: A gentle dive into the essentials of data analysis, broken down step by step.
  • 🕸️ Cleaning the Chaos: Techniques to sort and polish messy project data, like schedules or cost breakdowns.
  • 🧵 Connecting the Dots: Insights into how time, costs, and resources link together.
  • 📁 Smart Grouping: Ways to organize projects, materials, or risks into clear categories.
  • 🔭 Peeking Ahead: Easy methods to predict delays, costs, or next steps.
  • 📈 Trend Tracking: Tools to forecast project needs with confidence.
  • 📃 Text Made Easy: Tricks to pluck key details—like dates or codes—from reports and emails effortlessly.

By the end, this course equips participants with hands-on know-how to tackle everyday challenges, whether it’s streamlining schedules, managing risks, or making sense of progress reports. It’s all about turning data into a trusted ally for keeping projects on track and ahead of the game.

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Disclaimer: This course is for educational purposes. Results vary based on user skill and software setup.