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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...

Call by value, Call by Reference, Returning Values from a Function

Arguments Passing Techniques
C++ is the mother of Object-Oriented Programming.
Arguments Passing is a Process of transferring data between the calling function and the called function. In C++,  there are three ways by which arguments can be passed.
  1. Pass By Value
  2. Pass By Address or Pass By Pointer
  3. Pass By Reference
Video Explanation: C++ Program to swap two numbers with the third variable.   https://youtu.be/pq9VWQswqwo

Video: Call By Value
Most of the programming languages like C use only the first two modules (i.e., Passing by Value and Address) whereas C++ supports all the three methods of passing arguments.

Pass By Value: It is a default method for argument passing. When an argument is passed by value than a copy of the argument is made and passed to the newly created formal arguments in the called function. The formal arguments contain a copy of actual arguments which is stored in the separate memory location.  

Program to Show How Pass By Value Works. C++ Program to swap two numbers with the third variable.
PROGRAM OUTPUT: -


Pass By Reference:
The Pass by reference is the very easy and simple technique of argument passing which is only available in C++(not in C). This technique allows modifications back to the actual arguments.


OUTPUT: 


Explanation: The above program shows swapping of 2 numbers using pass by reference. When the function swap(a,b); is called, the actual arguments a and b are passed by reference. 
In the function definition, the formal arguments x and y are reference variables of the corresponding actual arguments a and b respectively. 

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