bayesian belief network in hindi Urdu data mining artificial intelligence machine learning example

Programology

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This bayesian belief network tutorial is in hindi and urdu language that explains what is bayesian belief network in data mining, artificial intelligence and machine learning for which bayesian statistics or bayesian network is explained with solved data mining and machine learning example in hindi and urdu language.

IMPORTANT NOTE:

This bayesian belief network in data mining is same for bayesian belief networks in artificial intelligence, machine learning or data science. So, if you are looking bayesian network or bayes network for artificial intelligence or machine learning or data science then you can also watch this bayesian network with example tutorial, because bayesian network in data mining is same in all subjects.

Hello Students,

This is 10th lecture of data mining tutorial for beginners in urdu and hindi series. In end of previsous lecture 8, what is multilayer perceptron neural network with example in data mining was explained, and today in this lecture bayesian belief network in data mining in data mining in hindi is explained with machine learning and ai example steps and diagram. This lecture includes following points with timestamps where you can directly jump by clicking on it too;

Topics with timestamps

00:03 bayesian belief network in data mining in hindi Urdu

00:05 bayesian belief network in artificial intelligence in hindi Urdu

00:15 bayesian belief network in machine learning in hindi Urdu

00:21 bayesian belief network in data mining example in Hindi Urdu

00:21 bayesian belief network in machine learning example in hindi Urdu

00:21 bayesian belief network in artificial intelligence example in hindi Urdu

*****EXAMS NOTES

Q1. what is bayesian belief network ?

A Bayesian network, Bayes network, belief network, decision network, Bayes model or probabilistic directed acyclic graphical model is a probabilistic graphical model that represents a set of variables and their conditional dependencies via a directed acyclic graph

Reference: https://en.wikipedia.org/wiki/Bayesia...

Q2. What are the components in Bayesian belief network?

A Bayesian network is a tool for modeling and reasoning with uncertain beliefs. A Bayesian network consists of two parts: a qualitative component in the form of a directed acyclic graph (DAG), and a quantitative component in the form conditional probabilities; see Fig

Reference: dai.fmph.uniba.sk

Q3. What are the advantages of Bayesian networks?

They provide a natural way to handle missing data, they allow combination of data with domain knowledge, they facilitate learning about causal relationships between variables, they provide a method for avoiding overfitting of data (Heckerman, 1995), they can show good prediction accuracy even with rather small sample

Reference: https://www.sciencedirect.com/science...

*FOR FURTHER VIDEOS:

If you liked this video and want to learn more data mining algorithms in hindi / Urdu, then watch my playlist of data mining tutorial for beginners in urdu and Hindi language.

Link:

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SATISFACTION NOTE:

After watching this video, all your following queries will be solved;

1. what is bayesian belief network in data mining machine learning or artificial intelligence in Hindi Urdu ?

2. how to solve bayesian belief network in data mining example problems in hindi Urdu ?

3. what are bayesian belief networks in data mining machine learning or artificial intelligence ?

4. what is bayesian classification in data mining in hindi Urdu ?

5. what is bayesian learning machine learning in hindi Urdu ?

6. what is bayesian statistics or bayesian network with bayesian belief network solved example ?

***** Note for bayesian belief network python code *******

In this video only bayesian belief network is explained with example not how to create bayesian belief network python code or c# code.

So, kindly note if you are looking for bayesian belief network python implementation then find it on google please, but if you want to know what is bayesian belief network with example in data mining then you must watch this video.

************** bayesian belief network slideshare ***************

You can also read a gentle introduction to bayesian belief networks on bayesian belief network slideshare or wekipedia.

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