Masters in Machine Learning - Data Mining or Machine Learning - SimpliDistance

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Data Mining or Machine Learning Distance MBA in
AI and ML

• SimpliDistance

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Data Mining or Machine Learning Distance MBA in
AI and ML

• Today data is growing at very high speed due to
  digitization of almost everything. In last few
  years, we have witnessed data generation growing
  multifold due to computerization, fast
  development powerful data collection and storage
  getting cheaper and cheaper. Businesses across
  the world generate gigantic data sets of sales
  transactions, stock market data, marketing
  promotion, personal profiles, customer feedback
  and comments, etc.

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• This gigantic data needs very different tools and
  technologies to extract intelligence out of it.
• Distance MBA in AI and ML programs are created to
  study this upcoming field of data mining and
  machine learning.

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Data Mining to Extract Intelligence

• All of this Began with file Systems to store
  information.  Since 1970 relational databases
  (RDBMS) where information is stored in the kind
  of rows and columns or table structure started
  gaining wider acceptance.  Users got handy access
  through query mechanism to retrieve data. .
  Relational Database Management Systems (RDBMS)
  became the most prominent tool to store
  transactional data. It is also called as OLTP,
  On-Line Transaction Processing.

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• Progress in technology, created faster and
  cheaper storage. That fostered database and
  information processing.  Different kinds of
  application-oriented databases were created. For
  example object-oriented, object-relational,
  spatial, multimedia etc.

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• In recent years, growth of social media, web
  applications on internet, internet of things has
  multiplied this data to multifold in recent
  years. Amount of data and the speed at which it
  is generated is throwing a challenge to engineers
  to invent new technologies to process and make
  sense or draw intelligence out of this ultra-mega
  data.

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Knowledge Discovery From Data and Data Mining

• Data mining is process of discovering
  interesting patterns and knowledge from large
  amounts of data.
• Data mining is an interdisciplinary. It has
  incorporated many technologies, tools and methods
  from various domains.

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• The domains which have contributed to data
  mining are statistics, machine learning, pattern
  recognition, databases, data warehouse,
  visualization, algorithms, high performance
  computing and application domains like business
  intelligence.

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Data Mining Vs Machine Learning in Distance MBA

• From these disciplines machine learning is of
  our interest and focus for distance MBA.  Machine
  learning studies how computers can automatically
  learn or improve based on the data. Here past
  data is provided to the computer for purpose of
  training itself. Then computer can discover/learn
  the patterns from the data. Creates a model and
  apply it on new set of data for prediction.

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• This can aid better decision marking. Example of
  such learning is computer can automatically
  select most potential buyer to whom a product
  like television, home theater system can be
  easily marketed with maximum chances of success.
  That is, the selected potential customer would
  end up doing the purchase.

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• Let this science of turning raw data into
  magical intelligence may be called whatever, as
  machine learning or data mining, the techniques
  are similar. What is important for us is to know
  the methods and its application for better
  decision marking. This may be achieved either
  through patterns by forming a rule or by making
  computer program automatically learn from
  data. Masters in Machine Learning programs would
  cover various strategies, tools and technologies
  for extracting intelligence from data.

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• Now-a-days, machine learning is the word which is
  gaining more popularity. There are different
  opinions about whether data mining or machine
  learning is a subset of another.

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Conclusion

• SimpliDistance is a neutral platform where you
  will get authentic/genuine updated information
  about courses, universities institutes.
  SimpliDistance is the best Distance Learning
  Portal in India.

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Thank You