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  • By None
  • July 28, 2022, 11:48 a.m.

AI The Automated Tool For Machines To Learn New Technology

 

AI is the talk of the century because each day AI is making the world a better and an easy one. Big names as many organisations are developing framework and tools and contributing them in the form of open-source AI tools.In this section, we are going to see some of the most used frameworks and tools that are used in AI.

Caffe in artificial intelligence tools

Tensorflow

Theano in Artificial Intelligence Tools

Keras  in Artificial Intelligence Tools

Artificial Intelligence

Artificial Intelligence is a stream of computer science that enhances the intelligent machines that work and react like humans. The ability of a machine to simulate intelligent human behavior. AI is commonly used for various applications such as decision-making, speech recognition, perception, cognitive abilities, computer vision, and many more.

Artificial intelligence Tools, and Machines Learning Tools are the two areas that are aggressively taking up the market in recent times. AI exists since the 1980s but it is not until very recent years that saw the tremendous growth of AI and its applications.

We can say that Artificial Intelligence is the intelligence that is demonstrated by machines and is more likely to try and create a simulation of the human intelligence process.

The applications of AI are as follows:

  • Chatbots
  • Self-driving cars
  • Human Resource Management
  • Intelligent Cybersecurity
  • Facial expression recognition
  • Natural Language Processing, and many more....

 

How Does Artificial Intelligence Work?

 

 AI Approaches and Concepts

Less than a decade after breaking the Nazi encryption machine Enigma and helping the Allied Forces win World War II, mathematician Alan Turing changed history a second time with a simple question: "Can machines think?" 

Turing's paper "Computing Machinery and Intelligence" (1950), and its subsequent Turing Test, established the fundamental goal and vision of artificial intelligence.   

At its core, AI is the branch of computer science that aims to answer Turing's question in the affirmative. It is the endeavor to replicate or simulate human intelligence in machines.

The expansive goal of artificial intelligence has given rise to many questions and debates. So much so, that no singular definition of the field is universally accepted.  

 

Intelligent agent in Artificial Intelligence

 An Intelligent Agent (IA) refers to an autonomous entity that acts as a directing its activity to achieve goals as an agent upon an environment using observation by actuators and sensors as an intelligent. 

With strong AI, machines can think and perform tasks as their own, as humans do. With Weak AI, the machines cannot perform tasks independently; instead, it depends heavily on human interference. 

Strong AI has a complex algorithm that helps it act in various situations, whereas Weak AI's are pre-programmed by humans.

  1. PROLOG
  2. LISP
  3. AIML
  4. STRIPS
  5. JULIA

The following are the stages of learning AI:

Artificial General Intelligence (AGI): It is also known as Strong AI, which is considered a threat to many scientists' human existence. It is an evolution of AI where machines can think and make decisions just like humans.

Artificial Normal Intelligence (ANI): It is also known as Weak AI that can perform only a defined activity set. It does not perform any thinking ability; instead, it performs a set of pre-defined functions.

Artificial Super Intelligence (ASI): ASI can perform everything that a human can do. Alpha 2 is an example of ASI, which is the first humanoid ASI robot.

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