Unit 11 01.mp4 Introduction.mp4YouTube↗  IA↗(long shot)
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Today I have the great, great pleasure to teach you about hidden Markov models and filter algorithms. The reason why I'm so excited is in pretty much all of my scientific career,
隠れマルコフモデルはHMMとも表されますが 時系列を分析もしくは予測するために利用されます
hidden Markov models and filters have played a major role.
応用分野はロボット工学、 医学、金融、
There's no robot that I program today that wouldn't extensively use hidden Markov models
音声や言語技術など幅広い領域に関係します
and things such as particle filters. In fact, when I applied for a job at Stanford University as a professor many years ago, my job talk that I used to market myself to Stanford
事実HMMとフィルタはエレベータから 飛行機まで実社会で展開されている 数多くの発達したシステムの核となっています
was extensively about a version of hidden Markov models and particle filters
そこには常にノイズ、センサ、 不確実性に関連する時系列が存在し
applied to robotic mapping.
HMMは1つの選択方法になのです
Today I will teach you those algorithms so you can use them in many challenging problems. I can't quite promise you that once you have mastered the material you will get a job at Stanford, but you can really, really apply them to a vast array of problems in places such as finance, medicine, robotics,
ここではHMMとフィルタについて教えましょう 基本のアルゴリズムを学べば 実際の問題に広く活用することができます
weather prediction, time series analysis, and many, many other domains. This is going to be a really fun class.
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