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hello people from the future welcome to normalized nerd today im gonna talk about hidden markov models this is a concept derived from our old friend markov chains and it is very useful in bioinformatics natural language processing speech recognition and in many other domains in this video i will go through both intuition and the mathematics behind it so make sure to watch this video till the end and yes i will also show you how bayes theorem helps us in this process so if you find value in this video please consider subscribing and hit the bell icon that will help me a lot so lets get started well to understand hidden markov models obviously you need to know what a markov chain really is so i would highly recommend you to watch my previous videos before continuing with this one okay lets start our discussion with our friend jack who lives in a hypothetical town there exists only three kinds of weather in the town rainy cloudy and sunny on any given day only one of them will occur an