Robotics: Technology, AI and Automation

Artificial Intelligence

AI is a computer system capable of performing tasks that normally require human intelligence. Some of these artificial intelligence systems work with machine learning, some of them work with deep learning, and some of them are based on very boring things like rules. Artificial intelligence combines a large amount of data using fast, iterative processes and intelligent algorithms, where it allows the software to automatically learn from the pattern and appear in the data. AI is a broad field of study that includes many theories, methods, and technologies. A common AI application we see today is automatic home appliance switching. There are four main types of AI.

Reactive Machines

This type of AI is purely reactive and does not have the ability to create "memories" or use "past experiences" to make decisions. These machines are designed to perform specific tasks. For example, programmable coffee makers or washing machines are designed to perform specific tasks, but have no memory.

Deep learning uses huge neural networks with many layers of processing units, taking advantage of advances in computing, power, and improved training techniques to learn complex patterns in large amounts of data. Common applications include image and speech recognition.

Neural networks: a type of machine learning made up of interconnected units (such as neurons) that process information by responding to external inputs, passing information between each unit. It is a series of algorithms that capture the relationship between various underlying variants and process the data like a human brain does.

Natural Language Processing: (NLP) is the ability of computers to analyze, understand the genreate of human language, and understand speech. Once a machine understood that using the intention to communicate, it responded accordingly.

Computer vision: A computer vision algorithm is essential to understand an image by breaking down an image and studying the different parts of objects. It can capture images and videos in real time and interpreted for their environment.

There are 3 types of Artificial Intelligence

(ANI) Artificial Narrow Intelligence

(AGI) Artificial General Intelligence

(ASI) Artificial Super Intelligence

Artificial intelligence is important because it can provide companies with information about their operations that they may not have been aware of, and because, in some cases, artificial intelligence can perform tasks better than humans.

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