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Introduction
Currently, the world is in the era of the Fourth Industrial Revolution (Industry 4.0), where Artificial Intelligence (AI) serves as the driving engine of digital transformation. In alignment with the long-term vision of the Royal Government of Cambodia, Asia Euro University has established the Bachelor of Engineering in Artificial Intelligence and Machine Learning program. This program aims to cultivate advanced AI engineers and researchers who possess high capabilities in leading, designing, and developing complex, intelligent systems.
Objectives
This curriculum provides in-depth knowledge in advanced mathematical analysis combined with technical skills in developing predictive models, Deep Learning, Computer Vision, and Natural Language Processing (NLP). Students will be trained to become innovative technology project leaders with high competitive advantages in the global market.
In alignment with the rapid advancement of science and technology, public and private institutional operations are increasingly relying on intelligent and automated systems. Recognizing this vital importance, Asia Euro University, through its Faculty of Science and Technology, has developed an Associate Degree Program in Artificial Intelligence and Machine Learning. This program aims to train students in code development and intelligent algorithms, directly addressing the workforce demands of the current context.
This Associate Degree program is meticulously designed to cultivate human resources into technical professionals with a strong foundational knowledge and practical skills in designing, coding, and managing AI systems. The curriculum focuses on delivering comprehensive knowledge, ranging from mathematical foundations for AI, Python programming, and data management tools, to core techniques in Machine Learning and Cognitive Computing.
| ឆ្នាំទី 1 | |||
|---|---|---|---|
| ឆមាសទី 1 | ឆមាសទី 2 | ||
| មុខវិជ្ជា | ក្រេឌីត | មុខវិជ្ជា | ក្រេឌីត |
| រដ្ឋបាលសាធារណៈ | 3 | ខេមរវិទ្យា | 3 |
| កុំព្យូទ័រជំនាញការិយាល័យ | 3 | Introduction to AI & ML | 3 |
| Fundamentals of Programming (Python) | 3 | Linear Algebra for AI | 3 |
| ភាសាអង់គ្លេសសម្រាប់អាយធី-ក | 3 | ភាសាអង់គ្លេសសម្រាប់អាយធី-ខ | 3 |
| វគ្គមូលដ្ឋានគ្រឹះស៊ីស្កូ ១-ក | 3 | វគ្គមូលដ្ឋានគ្រឹះស៊ីស្កូ ១-ខ | 3 |
| ឆ្នាំទី 2 | |||
| ឆមាសទី 1 | ឆមាសទី 2 | ||
| មុខវិជ្ជា | ក្រេឌីត | មុខវិជ្ជា | ក្រេឌីត |
| Probability and Statistics | 3 | Discrete Mathematics | 3 |
| Data Structures and Algorithms | 3 | Introduction to Deep Learning | 3 |
| Database Management System | 3 | Computer Vision Basics | 3 |
| Machine Learning Foundations | 3 | Natural Language Processing Basics | 3 |
| Project I | 3 | Report Writing | 3 |
