Advantages of Machine Learning - Avantika University

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Advantages of Machine Learning

• Engineering College In India Avantika University

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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.

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• It is a subset of artificial intelligence and is
  one of the most useful and powerful technologies
  used worldwide. It refers to a systems 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.

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• In 1997, IBMs 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.

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• 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

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• Supervised
• Unsupervised
• Semi-Supervised
• Reinforcement Learning
• With the broad scope of application of machine
  learning, comes several advantages of machine
  learning. These are -

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• Machine learning is automatic i.e., it doesnt
  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.

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• 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.

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• 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.

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• 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.

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• 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.

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• 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.

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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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• THANK YOU