[Coursera] Natural Language Processing 自然语言处理 Week 2

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这一周主要是介绍一下隐马尔科夫模型和序列化标注问题，视频（含英文字幕），讲义，笔记下载请猛击这里。

Week 2 - Tagging Problems, and Hidden Markov Models

•        The Tagging Problem (10:01)
•        Generative Models for Supervised Learning (8:57)
•        Hidden Markov Models (HMMs): Basic Definitions (12:00)
•        Parameter Estimation in HMMs (13:16)
•        The Viterbi Algorithm for HMMs (Part 1) (14:07)
•        The Viterbi Algorithm for HMMs (Part 2) (3:31)
•        The Viterbi Algorithm for HMMs (Part 3) (7:33)
•        Summary (1:50)