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Advantages of Machine Learning - Avantika University

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There are several advantages of Machine Learning in today’s world. Because of it, our life has become more simpler and easier. Have a look at this article to know more about it. – PowerPoint PPT presentation

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Title: Advantages of Machine Learning - Avantika University


1
Advantages of Machine Learning
  • Engineering College In India Avantika University

2
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.

3
  • 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.

4
  • 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.

5
  • 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

6
  • Supervised
  • Unsupervised
  • Semi-Supervised
  • Reinforcement Learning
  • With the broad scope of application of machine
    learning, comes several advantages of machine
    learning. These are -

7
  • 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.

8
  • 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.

9
  • 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.

10
  • 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.

11
  • 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.

12
  • 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.

13
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.

14
  • THANK YOU
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