Brief Course Description
1. Course Title:
Data processing using Python
2. Language of Instruction:
Tiếng Việt
3. Course Code:
DAT606042
4. Credits:
3
5. Course Objectives:
Data analysis with Python course helps students understand and apply basic data structures in Python (list, tuple, dictionary, set), master the syntax and basic functions of the Python programming language. Analyze and process data using popular Python libraries such as Pandas, NumPy to perform data analysis operations; Clean and standardize data, handle missing or invalid data; Visualize data, Practical applications: Implement real data processing projects from different data sources (CSV, JSON, databases), Apply programming and data processing techniques to solve practical problems in business, finance, and science. Develop programming skills and analytical thinking, Combined with modern technology, Learn how to integrate Python into modern tools or systems such as APIs, automation systems or predictive applications. At the end of the course, students will be able to confidently use Python to process, analyze, and visualize data professionally, meeting the needs of practical work and in-depth research.
6. Brief Description of Course Content:
The module "Data Analysis with Python" provides graduate students knowledge to analyze different types of data using Python. Students will learn how to prepare data for analysis, perform simple statistical analysis, create significant data visualizations and predict future trends from data.