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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...

Programming in C++

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Decision Statements: Conditional Statements

Conditional Statements |Programming in C++| ~xRay Pixy

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Linear Congruential Generator | Modeling and Simulation |

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Random Number Generator Methods in Modeling and Simulation 1.) Middle Square Method for Random Number Generation (discussed before)          Middle Square Method for Random Number Generation 2.) Linear Congruential Generator          Linear Congruential generator |Modeling and Simulation|~xRay Pixy Linear Congruential Generator is the most widely used method for Random Number Generation. Linear Congruential Generator Produce a sequence of integers between 0 and m-1. Generate a Sequence of Random Numbers for (a, c, m) = (1, 5, 13) and Z0 = 1 Question For you Video :  Linear Congruential generator |Modeling and Simulation|~xRay Pixy Video Link https://youtu.be/h0qCg8hBfcE
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