What is AI? Features of AI?

Mr Aman Yadav September 16, 2021

 Hy this is Aman, and I welcome you again to my new blog, I hope you will find this useful and support my blog by sharing and commenting on it.

We provide you best articles related to Gaming, Technology, and Advanced Tech ( Soon we will providing you stock market and crypto-related blog )

Our previous blog was about Technology in 2050

So let's get started


  • What is Artificial Intelligence?

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Artificial Intelligence is the ability to design smart devices which can think on their own or developing a self-learning software application that imitates the traits of the human mind like reasoning, problem-solving, planning, optimal decision making, sensory perceptions, etc.
So let's discuss the characteristics of Artificial Intelligence.



  • Characteristics of Artificial Intelligence
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In the above section, we have discussed what is Artificial Intelligence now we are talking about its characteristics

There are 3 characteristics of Artificial Intelligence -
  1. Feature Engineering -
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                   The process of identifying a minimal set of informative features or attributes from the provided dataset is called feature extraction. This process ensures the optimal set of features maximizes the information gain.


      2. Artificial Neural Network - 

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                 A Neural Network comprises weighted interconnections between the set of computing nodes at consecutive layers. The optimal weights of connections are deduced in the learning phase by adjusting them as per the common weight sharing strategy and in accordance with the feedback received from the implemented backward-propagation, algorithm.

The most used Neural Network is-
 
  1. The robustness of convolution to translational variations fuels the recognition or labeling of features effectively, and this approach is extensively used in image recognition applications.
  2. Recurrent Neural Networks (RNN) uses Long Term Short Memory (LTSM) for smart estimation of unknown values from the given series of past data.
  •   Deep Learning -
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                       Deep learning is a type of machine learning and artificial intelligence (AI) that imitates the way humans gain certain types of knowledge.



  • Applications of Artificial Intelligence

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As we discuss what is AI and what is characteristics if it, now we will discussing its practical application in this world-

  1. Intelligent Disaster System -

 
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                    Modern rescue systems use AI-powered drones, robots, sensors to quickly gather precise information regarding the extent of damage, the exact location of trapped victims, topographical details of the landscape during crisis times
            

      2. Recommendation Systems

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                     The best recommendation systems identify or predict users’ preferences to items based on items’ profiles and inferences about users’ behavior. The willingness of users towards various items is represented as user-item pairs in the utility matrix. The two ways of discovering users’ responses to items are

  1. Content-based recommendations understand users’ interest based on the ratings/feedback provided for a few items and suggest similar items to them.
  2. Collaborative filtering focuses on identifying similar users and recommend items preferred by similar users.
      

  So that's it for this blog, hope you like it please comment and share





Thanks for reading.
To your success,
Aman Yadav




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