Mathematics for AI
Mathematical derivation and practical implementation of core ML algorithms, dimensionality reduction, and advanced Vision-Language Models.
Completed March 1, 2025
Mathematical derivation and practical implementation of core ML algorithms, dimensionality reduction, and advanced Vision-Language Models.
Professional certificate focused on Python programming, regression modeling, statistical analysis, and machine learning.
Foundational specialization covering supervised learning (regression, classification), unsupervised learning (clustering, dimensionality reduction), and deep learning.