Masters in Machine Learning - Data Mining or Machine Learning - SimpliDistance - PowerPoint PPT Presentation

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

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Data mining is process of discovering interesting patterns and knowledge from large amounts of data. 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. – PowerPoint PPT presentation

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


1
Data Mining or Machine Learning Distance MBA in
AI and ML
  • SimpliDistance

2
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.

3
  • 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.

4
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.

5
  • 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.

6
  • 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.

7
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.

8
  • 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.

9
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.

10
  • 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.

11
  • 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.

12
  • 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.

13
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.

14
Thank You
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