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AI Tech Blog

Synced Tradition and Machine Learning Series | Part 3: Optimization Basics – Probabilities and Inference

Probability theory is a mathematical framework for quantifying our uncertainty about the world, and is a fundamental building block in the study of machine learning. The purpose of this article is to provide the vocabulary and mathematics needed before applying probability theory to machine learning tasks.