Brief Course Description
1. Course Title:
Applied Data Science
2. Language of Instruction:
Tiếng Việt
3. Course Code:
APP608027
4. Credits:
3
5. Course Objectives:
The main objective of the Applied Data Science course is to introduce the fundamental concepts of modern data science theory, specifically the theory related to the study of methods for extracting useful information and knowledge from data. Upon completion of the course, students will be able to understand and implement machine learning algorithms using the basic tools of the Python programming language. Students will also become familiar with the theoretical foundations and mathematical basis of the models.
6. Brief Description of Course Content:
This course introduces modern data science theory, which is concerned with the study of methods for extracting useful information and knowledge from data. The course will focus on the software tools used by modern data science practitioners, the mathematical and statistical models used in conjunction with those software tools. It will also cover some applications in various domains. On the tools side, the Python programming language and its important packages will be used to manipulate data sets. On the modeling side, the course will cover standard supervised and unsupervised models for data analysis and pattern discovery.