Technology and programming for data science

The second-semester course is designed to provide students with advanced skills in programming and data analysis using Python. The course covers a range of topics, including object-oriented programming, web scraping, data retrieval using web services, and data visualization. Through a series of seminars and hands-on assignments, students will gain practical experience in using Python libraries for data analysis and visualization, as well as developing interactive Python applications with user interfaces. They will also learn how to work with different types of data, including text, binary, and JSON files, and manipulate datasheets. The course aims to prepare students for real-world applications of programming and data analysis in various industries, including finance, marketing, and technology. Upon completion of the course, students will be able to develop and implement complex data analysis projects using Python, as well as create interactive applications that can be used for data visualization and reporting.