## GPU performance monitoring | (45) OpenVINO™ toolkit | Intel Software

Welcome back to the OpenVINO channel On Video 18 we presented the Intel integrated graphics, the GPU We demonstrated how to use it for inference. On Video 44, you can see how to use the fixed functions inside that GPU for video encode and decode and even image processing So the integrated GPU is performing […]

## The Math Behind ID3 Decision Tree Algorithm

Hello, welcome to ID3 decision tree algorithm’s overview lecture Suppose that this is a data set that we are going to work on There are three different features in this dataset and one decision class. These are features, and class is the target value target value. there are, as seen, 14 instances and the decision […]

## The Math Behind C4.5 Decision Tree Algorithm

Hello, welcome to C4.5 decision tree algorithm’s overview video. actually, it is very similar to ID3 algorithm. You might remember that we have calculated entropy and information gain for features … in ID3. Here, … We are going to calculate additional metrics. In this way, we can normalize … the calculations of C4.5. This additional […]

## How decision trees algorithm works

Hi, I will explain how the Decision trees algorithm works on supervised classification to create thresholds and how to find the best features for divide How to build a decision tree? Suppose that a set of samples of different patterns, and a decision tree aims to refine into single subsamples, or single pattern subsamples. Suppose […]

## How ANN (Artificial Neural Networks) algorithm works

I will explain very briefly how neural networks algorithm works Here we show a simple neural network where the input and the output and in the middle this three circles here represent neurons and the arrows mean the connection between the neurons It is the relation to the natural neural networks that we have in […]

## !BB – Ep1 “Learn Machine Learning”

Hi, and welcome to !BB, where we build apps without using any black box components and study all the parts that make them work. Today we’re gonna use the camera, and build a web app that learns to recognize different objects. We’ll first have to teach it things like: this is a fish, this is […]

## How Random Forest algorithm works

Hello, I am going to present very briefly how the algorithm random forest works Well, we start with a rationale of the term and we say that the combination of learning models increases the classification accuracy When we use different learning models we can increase the accuracy of classification, which is the main idea of […]

## Machine Learning Toolkit Tour

Here we have a new copy of spunk installed with machine learning toolkit and the supporting app for Python for scientific computing. Let’s launch the machine learning toolkit and explore some of the pre-populated use cases through the modeling assistance. When you start the machine learning toolkit app it takes you to the showcase first. […]

## How SVM (Support Vector Machine) algorithm works

Hello, I will explain how SVM algorithm works. This video will explain the support vector machine for linearly separable binary sets Suppose we have this two features, x1 and x2 here and we want to classify all this elements You can see that we have the class square and the class rectangle So the goal […]

## Reasoning Shortcut ||Coding decoding test|| SSC CGL, CHSL, IBPS,Railway, Police services Etc.

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