Mathematics For Machine Learning Course (FREE)
Course Instructor: Fabio Mardero is a data scientist from Italy. He graduated in physics and statistical and actuarial sciences. He is currently working at a well-known Italian insurance company as a data scientist and Non-Life technical provisions evaluator. Course Overview & Lectures Duration: 12+ hours Linear Algebra and Mathematical Foundation: Maths For ML Series Part 1 Linear Algebra and Mathematical Foundation: This course covers machine learning key elements, vector space, matrices, linear independence and basis and linear maps. Lecture 1: 01 01 Intro (1 min) Lecture 2: 01 02 Machine learning Basics (14 mins) Lecture 3: 01 03 Vector Spaces (13 mins) Lecture 4: 01 04 Matrices (31 mins) Lecture 5: 01 05 Linear Independence and Basis (23 mins) Lecture 6: 01 06 Linear Maps (40 mins) Total Time: ~ 2 hour Analytic Geometry: Maths For ML Series Part 2 Analy...