22577 Introduction to Programming for Data Analysis and Artificial Intelligence
6cpRequisite(s): 22576c Fundamentals of Business Data Analytics
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Undergraduate
Description
In this subject, students focus on establishing a solid foundation in Python programming. They master fundamental principles, enabling them to interpret and modify Python code with confidence. However, this course goes beyond basic coding. Students delve into the dynamic realm of artificial intelligence (AI), empowering them to leverage AI for addressing both structured and unstructured data challenges. By immersing themselves in the practical application of AI, utilizing Large Language Models (LLMs) for unstructured problems, and employing random forest algorithms for structured datasets, students unlock the potential of programming and AI. This stimulating course sets the stage for proficient problem-solving in the ever-evolving technological landscape.
Detailed subject description.