Track 3: Math Behind ML Algorithms

Skillsoft issued completion badges are earned based on viewing the percentage required or receiving a passing score when assessment is required. In this track of the Essential Math for Data Science Skillsoft Aspire journey, the focus will be on math applied in various machine learning algorithms. You will understand the intuition behind these algorithms along with math used in their optimization/loss/cost functions.​ You will understand the math behind regression algorithms, decision trees, distance-based models, kernel methods and SVM and neural networks.