Exploring CS with Python L3
Course Description
In this course, students embark on a comprehensive computer science journey, moving from Python programming fundamentals to advanced algorithm design and data analysis. The curriculum covers cutting-edge topics like Machine Learning, physical computing with micro:bit, and network security. Learners will also master data visualization using Excel and explore the ethical implications of our digital society. By building real-world projects and simulating industry practices, students develop the critical technical skills and problem-solving mindsets necessary for advanced studies and future tech careers.
Course Learning Goals
Understand the function of operating systems, logic gates, and binary data representation.
Develop proficiency in Python programming, including variables, conditionals, loops, and user-defined functions.
Design and implement efficient algorithms using linear and binary search techniques.
Apply iterative development cycles to build, test, debug, and refine software projects.
Explore Artificial Intelligence concepts, Machine Learning models, and Industry 4.0 applications.
Create physical computing systems using sensors and programmed logic with micro:bits.
Manage, clean, and visualize data using advanced spreadsheet functions and computational models.
Analyze network architectures, data transmission methods, and cybersecurity threats.
Evaluate the ethical, legal,
Course Information
