Course Details

Course Details
Course No. : 2010042351
Course Name : Advanced Programming for Data Science and Artificial Intelligence
Prerequisite : 2010042250
Credit  : 3
Theory credit : 3
Practical Credit : 0
Course Discription : This course introduces the methods of develop data-driven applications. Mainly, the course focuses on Python programming language and extend the prerequisite course to object-oriented programming, High-end topics in searching and sorting and code complexity, files and exceptions, simulation and dynamic visualization, Pandas series and Data frames, regular expression, and data wrangling, time-series, linear regression, web scraping (NLP basics). Algorithms of machine learning and deep learning will be explored via classifications and clustering on real-life problems and datasets.
Syllabus : Download
The Course offering during the First Semester-2024/2025
Section NOTheory SectionTeacherTime & Location
10 DR AHMAD ALI MAH'D AL-OQAILY 09,30 - 10,30 ح ث خ / المادة تدرس بشكل مدمج في مبنى الحسين الباني ح.ب 203 / على منصة(مايكروسوفت teams)