Information Package / Course Catalogue
| Course Code | : KGT274 |
| Course Type | : Area Elective |
| Couse Group | : Short Cycle (Associate's Degree) |
| Education Language | : Turkish |
| Work Placement | : N/A |
| Theory | : 2 |
| Prt. | : 0 |
| Credit | : 2 |
| Lab | : 0 |
| ECTS | : 3 |
The aim of this course is to enable students to learn the basic principles of artificial intelligence (AI) technologies in the food industry and to understand how these technologies are used in production, quality control, safety and consumer preference analysis. In addition, students will gain the ability to interpret simple data analysis and AI applications.
Overview of AI Application areas of AI in the food industry Image processing and quality control Shelf life prediction with machine learning Prediction models with sensor data Consumer preference analysis Labeling, counterfeit detection Application examples and case studies
| 1. | Defines the basic concepts of artificial intelligence. |
| 2. | Explains AI applications in the food industry with examples. |
| 3. | Evaluates the use of AI in quality control, safety and forecasting processes. |
| 4. | Explains and applies basic data analysis processes. |
| 5. | Can present and discuss the application of artificial intelligence in a sample food product. |
| 1. | Goodacre, R., & Kell, D. B. (2021). Artificial Intelligence in Food Quality Control. Elsevier. |
| 2. | Sun, D.-W. (Ed.). (2019). Computer Vision Technology for Food Quality Evaluation. Academic Press. |
| Type of Assessment | Count | Percent |
|---|---|---|
| Presentation | 1 | %10 |
| Assignment | 1 | %10 |
| Midterm Examination | 1 | %20 |
| Final Examination | 1 | %60 |
| Activities | Count | Preparation | Time | Total Work Load (hours) |
|---|---|---|---|---|
| Lecture - Theory | 14 | 0 | 2 | 28 |
| Assignment | 1 | 7 | 1 | 8 |
| Presentation | 2 | 6 | 2 | 16 |
| Midterm Examination | 1 | 8 | 1 | 9 |
| Final Examination | 1 | 10 | 1 | 11 |
| TOTAL WORKLOAD (hours) | 72 | |||
PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | PÇ-8 | PÇ-9 | PÇ-10 | PÇ-11 | PÇ-12 | PÇ-13 | |
OÇ-1 | 4 | 5 | 4 | 3 | |||||||||
OÇ-2 | 5 | 5 | 5 | 3 | |||||||||
OÇ-3 | 3 | 4 | 5 | ||||||||||
OÇ-4 | 5 | 4 | 5 | 4 | |||||||||
OÇ-5 | 4 | 5 | 5 | 5 | 5 | ||||||||