Master AI for AEC: What Our Course Offers
Our comprehensive program is designed to give you an unparalleled, high-impact learning experience, fostering practical mastery and career readiness:
- 0+ hours of live, interactive classes with direct instructor engagement
- Personalized 1:1 mentorship and dedicated support for your learning journey
- 0+ hands-on live projects to build a robust, industry-relevant portfolio
- Globally recognized certification upon successful completion of the program
- Dedicated career support, including resume workshops and interview prep
- Exclusive access to a vibrant community of AI in AEC professionals for networking
Your 8-Week Transformation: Detailed Curriculum Breakdown
Our structured 8-week curriculum balances foundational knowledge with practical application, ensuring you build skills week by week to become an AI leader in AEC:
Week 1: AI Fundamentals for AEC
Introduction to AI/ML concepts, common data types in AEC (CAD, BIM, GIS), and essential Python for AI. **No prior coding or AI knowledge needed.**
Week 2: Data Preprocessing & Visualization
Techniques for handling complex AEC datasets, feature engineering specific to construction and design, and effective data exploration for industry insights.
Week 3: Machine Learning Models (Part 1)
Deep dive into Regression & Classification models with practical applications in project cost estimation, risk assessment, and optimizing resource management in AEC.
Week 4: Machine Learning Models (Part 2)
Exploring Clustering & Dimensionality Reduction for optimized site selection, material optimization, and identifying patterns in large datasets.
Week 5: Introduction to Deep Learning & Computer Vision
Fundamentals of neural networks. Applying Computer Vision for automated site monitoring, quality control, progress tracking from images/videos.
Week 6: Natural Language Processing (NLP) for AEC
Techniques for analyzing construction documents, contract analysis, information extraction from text, and building intelligent Q&A systems.
Week 7: Project Implementation & Deployment
Working on a full-scale AI in AEC project, understanding model deployment strategies, and navigating ethical considerations in real-world applications.
Week 8: Advanced Topics & Career Pathways
Exploring cutting-edge trends in AI for AEC (e.g., Reinforcement Learning, Digital Twins integration), advanced portfolio building, and targeted career preparation.