Python Programming for Data Science
The course covers the basics of the Python programming language, with a focus on its applications in data science. Students learn how to use Python to clean, manipulate, and analyze data using various libraries and tools, including NumPy, Pandas, Matplotlib, and Scikit-learn.
Topics include data structures, control structures, functions, object-oriented programming, data visualization, and machine learning algorithms. Students complete projects that apply these concepts to real-world data sets.