Python for Applied Data Science _Lập trình Python cho khoa học dữ liệu ứng dụng
Python for Applied Data Science
- Tín chỉ
- 3
- Bậc
- Bachelor
- Thang điểm
- 10
- Điểm qua
- 5
Mô tả
This hands-on course introduces students to Python programming with a specific focus on data science applications. Designed for beginners, it starts with the essentials of programming and guides learners through structured modules including Python basics, data structures, programming fundamentals, data handling, and APIs. Students will learn to write clean and efficient Python code, manipulate and analyze datasets, and automate data collection from external sources. Each topic is reinforced with review sessions and lab-based activities to ensure practical understanding and application. By the end of the course, students will be able to develop Python programs that solve real-world data problems and form a strong foundation for further study in data science and machine learning.
Phân bổ thời gian
Study hour (150h) = 45 contact hours + 1h FE + 104h self-study
Nhiệm vụ sinh viên
- Student must complete the coursera course:https://www.coursera.org/learn/python-for-applied-data-science-ai/ - Students must attend more than 80% of contact slots in order to be accepted to the final examination. - Student is responsible to do all exercises, assignments and labs given by instructor in class or at home and submit on time - Use laptop in class only for learning purpose - Promptly access to the FU LMS at https://flm.fpt.edu.vn/ for up-to-date course information - Learn by coding practice
Công cụ
Anacoda, Jupyter Notebook, Google Colab, Visual Studio Code