Introduction to Artificial Intelligence in Food Systems
FDST 2001
3 hours
Introduction to Artificial Intelligence in Food Systems
Course Description
Course introduces the dynamic intersection of artificial intelligence (AI) and food systems. Explores how this cutting-edge technology is transforming the landscape of food production, processing, supply chains, and personalized nutrition. Explores AI's impact on the food industry, covering basic concepts without getting into complicated math or computer science. The insights into the pivotal role AI plays in addressing challenges, unlocking opportunities in the evolving field of Agriculture and food technology, and ultimately empowering food systems will be discussed.
Athena Title
Intro AI Food Sys
Semester Course Offered
Offered fall
Grading System
A - F (Traditional)
Student Learning Outcomes
On successful completion of this course, students should be able to understand AI and its capabilities and limitations.
On successful completion of this course, students should be able to identify various AI applications within the food systems and explain their transformative effects.
On successful completion of this course, students should be able to identify the potential of AI in addressing food systems challenges.
On successful completion of this course, students should be able to understand various AI concepts, including machine learning and deep learning in food production.
On successful completion of this course, students should be able to analyze and discuss hands-on AI projects that apply real-world scenarios in the food industry.
On successful completion of this course, students should be able to explore societal issues and ethical concerns related to the use of AI in food systems.
Topical Outline
Introduction to AI in Food Systems
Introduction to Machine Learning
Review of Essential Python Libraries
Neural Network Methods and Evaluation Metrics
Support Vector Machines
AI in Process Analytical Technology
AI in Food Supply Chain Management
AI and Automation for Precision Agric-food Production
