Foundations of machine learning; supervised and unsupervised methods, regression, classification, clustering, feature engineering, working with time-series data, sensor signals, images, employing neural networks and deep learning (regression, classification, clustering); neural networks and introduction to deep learning and reinforcement learning.

The core principles of Building Information Modeling (BIM) and its implementation to project execution tasks, planning and sequencing, spatial coordination, and clash detection. Comprehensive understanding in BIM support for field operations and facility management.

OSHA standards and regulations advocating workplace safety and health in the construction and manufacturing industry. A focus towards controlling and prevention common job-related safety and health hazards at outdoor jobsites, and indoor workplaces.

Scientific principles of growth, reproduction, commercial usage, and environmental impact of plants.

Physical, chemical and biological properties of soils.

GIS theory and methodology, practical GIS software skills and basic scientific computing skills, map development and basic photo interpretation.

Write a concise and interesting paragraph here that explains what this course is aboutEnvironmental science is a group of sciences that attempt to explain how life on Earth is sustained, the causes of environmental problems, and how these problems can be solved. The study of environmental problems and their solutions have never been more important… A comprehensive survey of critical issues in environmental science focusing on the following topics will be covered in this course: human population; the global chemical cycles; ecosystems and biodiversity; endangered species and biodiversity; sustainable agriculture and the environment; energy systems from fossil fuels to renewable forms; water and soil resources; Earth’s atmosphere and climate change; urban environments; waste managment; and paths to a sustainable future.

Private saxophone lessons, along with weekly masterclass (Friday, 10am). Study of recital literature with Dr. Wm. Hochkeppel. Applied Saxophone syllabus pertains to AMUS115, 315, as and coordinates with Saxophone Quartet (chamber music, AMUS 250). Various levels from year 1 through graduate level apply.