Application of machine learning in artificial intelligence
In this modern world the word that we call “Technology” is known as world changing word. Because when we are looking back our past few decades, in 60s to 2000 we didn’t talk much about this topic but it was improving day by day. After the year 2000 we could see the different kind of approach in technology. Technology is improving the different kind of areas.so, the computer scientists are looking for the technology which we call “Artificial Intelligence”. Therefore, scientists are trying to improve the artificial intelligence technology day by day. While improving this technology they could see this is one of the most valuable technologies in the world. By the way artificial intelligence works with lot of sub modules. They are Machine learning, Deep learning, Data science etc… so let’s talk about AI and Machine learning.
Artificial intelligence has been improved since 1956. In that time scientists did lot of researches to understand how it can be used for future of the human being’s. simply AI is system which is used instead of the human brain. It is connected through the neural network and with using above sub modules like machine learning it will create very good, correct and reliable information. It can make decisions faster than the human brain and also. Because sometimes humans are taking lot of time to get a correct decision but AI is not.
However, for creating artificial intelligence we use machine learning. In early developments of AI, the machine’s algorithm used to do only one specific duty. The machine can collect all the information (data) related to the task and it will create a final decision with respect to the collecting data. So it calls bruit force. But we can’t do any other duty by using this machine. Therefore, computer scientist had to develop a machine that can be used for multitasking. It is one of the bench mark in AI. In that point scientist used machine learning to develop the AI. This is the starting point of machine learning.
In machine learning system we have to provide data and answers as our inputs and after the processing it will provide rules as a results. The output of the system goes to the neural networks and it will finally choose the correct answer. This is basic system process of machine learning. Machine learning helps to AI for getting correct and reliable decisions. Another thing is how can Machine learning getting data for analyzing and storing? In the practical world we can use different type of sensors to capture the details as an example if machine want to get some idea by collecting data by capturing pictures so we have to use image processing sensor to take the pictures. If it wants to recognize some voice, we have to include it to microphone. So that’s how it will use.
Let’s move to the real world application and look how machine learning help to the AI. When you are browsing the internet by using the google chrome and you are searching about something you interested. Then after this you log in to your Facebook account you can see the same things are showing in your Facebook feed. So, how is it happen? It happens by using machine learning and AI. Machine learning always collecting data and analyzing the data. And with respect to the data neural network going to provide the result.
Another application is google maps. Google maps are guiding you to the correct destination and also provide you to the easiest way to your destination. Google maps know the traffics on the roads and calculate the time also. Because lot of people using the google map and it will collect the data every single minutes and the data store in the related server also. By analyzing the data using machine learning and using AI it will provide a good decision. Sometimes it beyond the human being brain. Because human brain can’t process that much of information as one second.
Another application is Facebook auto tagging option. This is another Machine learning and deep learning concept. Because once you added a group of picture Facebook will automatically identify the persons in the picture. How is it work? It is overall call AI system. In Facebook AI system always looking for every single profile and capturing the faces details and store the data. Somebody recently added photos in the Facebook, AI system can easily identify the photo details and then he or her again added a photos AI system automatically identifying the photo details. This will be analyzing by the machine learning system and it helps to overall AI to get an idea about the situation.
So, many of machine learning application related to the AI can be explain like this. However, to improve the system of AI Machine learning doing the great job. In this article is trying to cover AI, Machine learning and application of the combination of the AI and ML.
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