Capture
Artificial Intelligence

How best attribute is selected in a decision-tree? Select the root attribute of the decision-tree from given sample data.

How best attribute is selected in a decision tree? Select the root attribute of the decision tree from the given sample data. Solutions a) Entropy using the frequency table of one attribute: b) Entropy using the frequency table of two attributes: Information Gain: The information gain is based on the decrease in entropy after a […]

ml
Artificial Intelligence

Types of Machine Learning

Supervised Learning Unsupervised Learning Supervised Learning Supervised learning is the task of inferring a function from labeled training data.  The training data consist of a set of training examples.  In supervised learning, each example is a pair consisting of an input object and the desired output value. A supervised learning algorithm analyzes the training data […]

ai
Artificial Intelligence

Real world AI

One of the reasons why modern AI methods actually work in the real world – as opposed to most of the earlier good old-fashioned methods in the 1960-1980s – is the ability to deal with uncertainty. We use the following mathematical rules to implement Real-World Artificial Intelligence 1. Odds and probability. 2. The Bayes rule. […]

5g tech to monitor covid19
Artificial Intelligence Lists

Emerging Technologies for mitigating the impact of the COVID-19 pandemic

The role of information communication technology rapidly changes and helping to human society. ICT focus to control and communicate the society to develop awareness and measure related information need to society. Current scenarios ICT helps to control novel coronavirus COVID-19. Worldwide use different technology to control and prevent the COVID-19 daises like contract tracing mobile […]

mltype
Artificial Intelligence Lists

The types of Machine Learning

Machine Learning is the study of an algorithm that takes past and present data and produces the prediction base correct result. We also define ML is an application of AI which provide the ability to automatically learn and produce a result using past and present data set. Types of Machine Learning Machine Learning uses statistics […]

nuralnetworks
Artificial Intelligence Lists

Artificial neural network

Neural Network defines as real biological neural networks such as our brain or an artificial neural network simulated computer vision. Neural network either biological or simulated artificial that consist of a large number of simple data neurons that receive and transmit signals to each other. According to Dr Robert Hecht nielsen  “a computer system made […]

ai
Artificial Intelligence Lists

What is Artificial Intelligence?

Morden Branch of computer science the terminology “Artificial Intelligence” mostly uses an innovative solution.  AI define as the ability to perform tasks in a complex environment without constant guidance by a human and the ability to improve performance by learning from experience. Every nature of the term “AI” asking the logical question where intelligent behavior […]