Brief Course Description
1. Course Title:
Fundamentals of Data Science and Artificial Intelligence
2. Language of Instruction:
English
3. Course Code:
INF509223
4. Credits:
2
5. Course Objectives:
This module aims to equip learners with basic knowledge of data science (DS) and Artificial Intelligence (AI); the importance of data thinking and AI in the digital era; the role of cloud computing and AI in application fields; data mining processes and data analysis and visualization methods used to solve related problems. On that basis, it helps learners have the necessary knowledge and skills about the application of technology in data collection and analysis, and the application of AI for different fields. In addition, the module also contributes to improving the awareness and information security skills of learners in the digital era.
6. Brief Description of Course Content:
The content of the module is divided into 6 chapters, specifically:
Chapter 1: Introduction to Data Science
Chapter 2: Data Preprocessing
Chapter 3: Data Visualization
Chapter 4: Introduction to Machine Learning
Chapter 5: AI applications
Chapter 6: Cybersecurity in the Digital age and AI