Linear Algebra & Probability: Advanced Linear Algebra

Skillsoft issued completion badges are earned based on viewing the percentage required or receiving a passing score when assessment is required. Discover how to apply advanced linear algebra and its principles to derive machine learning implementations. Explore PCA, tensors, decomposition, and singular-value decomposition, as well as how to reconstruct a rectangular matrix from singular-value decomposition. The role of statistics and probability, with focus on parameter estimation and Gaussian distribution, is also covered.