360DigiTMG – Artificial Intelligence course in Chandigarh
Introduction
The world is advancing each day and moment with increase in productivity and reduction in time consumption. People think, program, schedule and implement tasks according to their will to achieve something and that’s what makes them different from other organisms. But the capacity of workload and continuous consistency decreases in humans with time. That’s where we can make use of the technology to overcome such challenges.
To know the more information click here 360DigiTMG – Artificial Intelligence course in Chandigarh
Have you noticed the rain predictor alarming rain days before its occurrence or the winning predictor in your favorite sport game which tells you if your team wins or loses? Are there humans who do the forecasting by looking at the stars and cosmos to make the right prediction? Not actually, it is all possible with the help of artificial intelligence. What is artificial intelligence? A new age mystic or some supernatural sage? It is the ability of the computer to think and act according to the environment and derive results.
A computer thinks??? The computer is meant to process a lot of data. This data is rather useful for a short term or long term. In the division of artificial intelligence in applied computer science, this data is of great importance as this data is used to generate new data. An example would be: The cricket match you watch has several aspects related to it like the weather conditions, player’s fitness, player’s consistency, pitch conditions. All these result in a lot of data. A computer puts this data to work by calculating statistics, deriving probabilities and concluding new data, which results in a single graph of a yes or no prediction model. All the past experience of cricket prediction models is used as data for new prediction models which in turn increases the accuracy of the prediction.
AI- what is it exactly?
As discussed, it is the ability of the computer to think and make decisions by itself. Artificial intelligence is a discipline of science that aims at creating intelligent artificial agents that can perform tasks that humans perform with ease. There are several areas under artificial intelligence like machine learning, computer vision, deep learning, natural language processing, etc.
More broadly, it is categorized as:
- a) Supervised learning
Also referred to as goal driven part of AI, we know what it should predict or what the output should look like.
Types:
Classification: E.g. A model to classify the object detected. Is it an apple or ball on the basis of its features?
Regression: E.g. A pattern matching algorithm used for image detection and recognition.
- b) Unsupervised learning
Process driven learning. No guidance provided to the computer. It is mostly used to cluster data items.
Types:
Clustering: E.g. Clustering consistent players of a tournament based on batting, bowling and fielding.
Association: E.g. If a customer buys bread, it is suggested that customers buy bread and butter together.
- c) Artificial Neural Network
Mimics nature of biological neural networks to make decisions through various nodes and firing states.
E.g. Training neural network to drive a driverless car based on different aspects.
To learn more about AI and its importance in different fields, you should join a good artificial intelligence course offered by a good AI institute.
To know the more information click here 360DigiTMG – Artificial Intelligence course in Chandigarh