Python Algorithms

Catalog description

The course concentrates on essential Python programming concepts and control logic. Students apply concepts of data types, tuples, lists, dictionaries, basic operators, functions, and object-oriented programming. It also gives an in-depth knowledge of Python programming in data analytics, machine learning, data visualization, web scraping, and natural language processing. The course uses realistic examples to introduce programming concepts for algorithms including input, output, problem instance, solution, and complexity. Fundamental principles, techniques, and analysis of algorithms for program design, while applying coding best practices and ethical principles are covered.