Linear Algebra Course – Mathematics for Machine Learning and Generative AI

Learn linear algebra in this course for beginners. This course covers the linear algebra skills needed for data science, machine learning, and AI, with a focus on practical applications and real-world examples. ✏️ Course developed by @LunarTech_ai Learn more linear algebra with this 25 hour course: ⭐️ Contents ⭐️ ⌨️ (0:00:00) Introduction to the course ⌨️ (0:08:30) Linear Algebra Roadmap for 2024 ⌨️ (0:27:50) Course Prerequisites ⌨️ (0:36:05) Refreshment: Real Numbers and Vector Spaces ⌨️ (0:40:18) Refreshment: Norms and Euclidean Distance ⌨️ (0:52:13) Why These Prerequisites Matter ⌨️ (0:54:40) Foundations of Vectors ⌨️ (1:03:22) Vector - Geometric Representation Example ⌨️ (1:25:35) Special Vectors ⌨️ (1:38:13) Applic