Fatma Özgül Örnekol - Exploring Markov Chains Algorithms and Their Role in Machine Learning

Описание к видео Fatma Özgül Örnekol - Exploring Markov Chains Algorithms and Their Role in Machine Learning

Abstract: This presentation explores how Markov Chains are used in Machine Learning. We begin by introducing the essential principles of Markov Chains, then build the Hidden Markov Model (HMM). We then explain how to use HMM in Machine Learning and why The Forward and Viterbi Algorithms are needed. Finally, a practical example will be provided to illustrate these concepts, followed by a summary of their significance in the field of machine learning.

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