Foundations for Technical Master's Degrees: Math and Programming

Entering an advanced technical degree program can be daunting if your foundational math and programming skills are rusty or incomplete. This text-based course bridges the gap, preparing you for the rigorous academic standards of graduate-level coursework. You will transition from basic concepts to the structured thinking required for advanced studies, mastering essential topics in mathematics and software development. What you'll learn: Understand fundamental linear algebra concepts, including matrices, vector spaces, and eigenvalues; Master core calculus and probability theory essential for data analysis and machine learning; Write clean, structured Python code utilizing modern type hints and dataclasses; Apply algorithmic thinking to solve complex problems and analyze computational complexity; Practice translating mathematical formulations into working, readable code. The course begins with a thorough grounding in mathematical terminology and foundational concepts before moving into modern programming practices and algorithmic problem-solving. This course is designed for aspiring graduate students, career switchers, and professionals preparing for technical degree programs, with no advanced prerequisites required. Start building your academic foundation today.