Civil
AI for structures, construction, transport and the built environment.
Beginner
Start here. No background needed beyond school maths.
Video
Beginner
▶ Video series
Introduction to Statistics and Data Analysis for Engineers
Statistics for working with real engineering measurements: descriptive statistics, distributions, confidence intervals, hypothesis tests and regression, taught for engineers rather than mathematicians.
Steve Brunton (University of Washington)
Course
Beginner
↗ External site
Kaggle Learn: Geospatial Analysis
Make maps and analyse location data with GeoPandas and Folium: projections, proximity analysis and interactive maps.
Kaggle