Generative AI is transforming the way engineers learn, analyse information, automate tasks and solve difficult issues. In this course you will be introduced to these technologies from a civil engineering perspective and see where artificial intelligence can be applied in modern engineering workflows.What You Will LearnLearn Artificial Intelligence, Machine Learning, and Generative AIUnderstand the basics of neural networks and deep learningLearn TensorFlow and PyTorch for AI applicationsReview AI applications in structural design and engineeringLearn VAEs, GANs and autoregressive modelsExplore AI for urban planning, smart cities, construction and sustainabilityDiscover AI model evaluation, limitations, and validationExplore AI ethics, bias, privacy, accountability and professional responsibilityExplore what’s next with AI, BIM, GIS, digital twins and smart engineering workflowsYou will connect AI ideas with civil engineering applications, including concrete strength prediction, foundation settlement, structural design, urban growth, resource management, infrastructure monitoring, and sustainability.Most importantly, you will learn how to apply AI responsibly. AI is an engineering assistant, not a replacement for engineering judgement.This course will help you build a strong foundation in AI and understand how these technologies can support your career, regardless of whether you are a civil engineering student, practicing engineer, researcher, consultant, or construction professional.No need for an advanced AI background.