Application of Machine Learning in Artificial Intelligence
The concept machine learning is the study of algorithms that improve the machines automatically through experience.It is mainly focused on the development of computer programs and algorithms that access data/information and use them to learn for themselves.Next the concept of artificial intelligence is the ability a computer or another computer-controlled machines to perform by themselves that require human intelligence.Mostly here the machines get the ability to learn,solve problems,decision-making capabilities just like a human.So machine learning is an application of artificial intelligence that provides systems or machines the ability to automatically learn and improve from experience by developing programs with the access of data and information, so that they don't need human interaction and can gain the ability to perform by themselves.So machine learning is a subset of artificial intelligence.
As a human when we learn we gain observations,data,information , experiences and also instructions to perform on them and gain knowledge by practicing and improving ourselves.So similar as this process for a computer or other computer-controlled machines we can input or give them access with data,information and the instructions to perform on them so that it will gain experience by performing on them.After a certain time period by the experience gained by those machines they won’t require any human interaction to make decisions on the data.They can perform activities by their own decisions and this is the point where the term artificial intelligence come across.By the continuous machine learning process finally the target is achieved and it is artificial intelligence.Artificial intelligence is where the machines don’t need a human interaction and can perform by themselves.Machine learning is an application of artificial intelligence.These two concepts are merged together in order for the machines to act independently.Machine learning is mainly based on the idea that machines should learn and gain experiences and artificial intelligence is a broad area where machines can execute smartly.
Nowadays we can see many trending applications or in other words real world examples of these concepts.Mainly consumer goods,creative arts,energy,financial services,healthcare,manufacturing,media,retail,service and social media sectors use this concepts nowadays.Alibaba,Alphabet(Google’s Parent Company) self-driving cars and deep mind,Amazon and Amazon Go Shops,Baidu search engine,IBM,Facebook,JD.com.Microsoft and lastly Tencent are the most popular examples we can see these days.In brief we can see the features of these applications like using search lists of customers and predicting what to buy using artificial intelligence,introducing of self-driving cars so that they use machine learning together with artificial intelligence to transport passengers,using voice recognitions and as a huge step forward they are now searching to make phone calls using your own voice to make reservations etc,when you go shopping there will be camera’s and scan you throughout watch the things you buy and charge accordingly and lastly face recognitions mainly used in facebook in your daily photos uploadings to tag the correct person while recognizing his or her face.So these are the places that you could see these two concepts get merged together.
So as the above mentioned details you can see that machine learning is a concept that helps artificial intelligence to improve the technology these days.That means one day there will be an era where machines will perform tasks better than us.And they will no longer be need of human interactions to execute and will be able to perform by themselves.
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