Mathematical Foundations for AI and CS

Mathematical Foundations for AI and Algorithmic Thinking is a comprehensive course designed to build the core mathematical intuition required for Artificial Intelligence, Machine Learning, and advanced algorithms.
Master the mathematical pillars of AI—Discrete Mathematics, Calculus, Probability, and Linear Algebra. Learn to transform abstract formulas into practical tools for building intelligent technology. Explore the ideas behind intelligent systems through hands-on mathematical modeling connecting theory to neural networks, optimization, probabilistic learning, and high-dimensional data. This journey is designed to turn mathematical principles into clarity, confidence, and creative problem-solving, whether your path leads to Machine Learning, Data Science, competitive programming, or AI research.