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Hidden Markov Model (HMM)

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Hidden Markov Model (HMM)  VIDEO LINK:  https://youtu.be/YIGCWNG8BIA A Hidden Markov Model (HMM) is a statistical model in which the system has hidden states that cannot be directly observed, but produce observable outputs. It is based on the Markov property, meaning the next state depends only on the current state. Video Chapters: HMM in Artificial Intelligence 00:00 Introduction 00:31 Statistical Model 00:54 HMM Examples 02:30 HMM 03:10 HMM Components 05:23 Viterbi Algorithm 06:23 HMM Applications 06:38 HMM Problems 07:28 HMM in Handwriting Recognition 11:20 Conclusion  HMM COMPONENTS A Hidden Markov Model (HMM) is a statistical model in which the system has hidden states that cannot be directly observed, but produce observable outputs. It is based on the Markov property, meaning the next state depends only on the current state. An HMM consists of states, observations, transition probabilities, emission probabilities, and initial probabilities. It is commonly used in a...

Python For Beginners - Python Basics

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PYTHON FOR BEGINNERS # Variables: Used to hold Values x = 200 y = 2 z = x+y print(z) OUTPUT: 202 # Careating Strings in Python r = 'Create stings' print(r) d = 'Don\'t Give Up' print(d) OUTPUT   Create stings Don't Give Up #Hold Values in Strings val = 50 disp = 'My Value is %s' print(disp % val) OUTPUT:  My Value is 50 #placeholder different variables - replace stings msg = '%s: Python is good' msg2 = '%s: Yes' c1 = 'Roy' c2 = 'Jhon' print(msg % c1) print(msg2 % c2) OUTPUT   Roy: Python is good Jhon: Yes #Hold Multiple Values  Hold= 'Add %s and %s' num1 = 23 num2 = 65 print(Hold % (num1,num2)) OUTPUT:   Add 23 and 65 #String Multiplication print(3 * 'R') OUTPUT:  RRR #How to use Space/Tab Space = ' ' * 10 print('%s Hello' % Space) print() print('%s Life = Peace' % Space) OUTPUT  :             Hello            Life = Peace #Create a String List and access Values from it. Simple...
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