Advantages of Machine Learning - Avantika University
                     Advantages of Machine 
Learning
Engineering College In India | Avantika 
University
Advantages of Machine Learning
This is what android users say to their virtual assistant when 
their hands are already equipped with some work, and they 
want someone to assist them with it.
Siri and Alexa also assist users in their own ways, but has it 
ever struck you, what is this magic spell? This is the charm 
of machine learning. The term ‘machine learning’ was 
coined by Arthur Samuel, an American computer scientist, 
in 1959. 
It is a subset of artificial intelligence and is one of the most 
useful and powerful technologies used worldwide. It refers 
to a system’s ability to learn with experience and produce 
conclusions out of events. These conclusions guide the 
system as it discovers its way through a problem. It is much 
like how human beings learn – it applies a technique to a 
task, and finds the flaws in it. The findings are then used to 
correct the next attempts on a similar job.
In 1997, IBM’s chess engine named Deep Blue defeated 
Gary Kasparov, the reigning world champion. It was a 
significant breakthrough showcasing the power of machine 
learning, and it never went downhill from there. It is now in 
use in most of the sectors of industries, directly or indirectly.
The most important use of machine learning is to convert a 
given piece of information into usable knowledge. Some 
primary applications of machine learning are observed in 
tasks related to prediction, image and speech recognition, 
and medical diagnosis. You can witness its magic in our day 
to day lives without being noticed by us. It can be 
categorized into following forms
• Supervised
• Unsupervised
• Semi-Supervised
• Reinforcement Learning
With the broad scope of application of machine learning, 
comes several advantages of machine learning. These 
are -
Machine learning is automatic; i.e., it doesn’t require human 
intervention to make decisions or to work smoothly. Once a 
learning program is initiated, it learns the results of different 
possibilities by itself. It does not require any additional 
inputs by humans, and can independently make decisions 
of its own. A valid example to support this is an anti-virus 
program, which has the ability to recognize and eliminate 
new threats, which might not have been introduced during 
its development.
Machine learning helps us to get our work more effectively 
and efficiently. It helps in better decision making and 
provides more accurate results to the users. For example, 
chess grandmasters use chess engines that run on machine 
learning to train themselves for their games.
Machine Learning algorithms are good at handling data that 
are multi-dimensional and multi-variety, and they can do this 
even in an uncertain environment. This can be witnessed by 
observing the computers built for the purpose of weather 
forecasting, which is a highly complex and dynamic 
phenomenon.
It helps people to work better as it helps to identify 
patterns and trends effortlessly. For example, in the case 
of digital voice assistants, that observes what a person 
uses the most on their device and optimizes itself so as 
to make it handier for its user. Another example is e-
commerce websites. These websites obtain data of what 
you search for and see the most, to recommend you 
items that suit your buying habits.
It has been shown time and time again that machine 
learning is a field of high potential and carries the ability to 
revolutionize many areas of research. The effortlessness in 
its working pattern has a complex structure behind it. 
Penetrating and breaking the complexity requires a strong 
educational foundation that is taken care of in many 
top engineering colleges in India.
As of now, it is very clear that it is going to become more 
important in the near future, as many more of its 
applications and potencies are yet to be discovered.
Conclusion 
Avantika University is the MIT Institute of Design in Ujjain, 
MP. It follows a unique learning approach where the 
students are encouraged to think out of the box. Avantika 
University is the part of reputed MIT Pune. 
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