AI and ML distance MBA Program - SimpliDistance

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AI and ML distance MBA Program?

• SimpliDistance

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What they teach you in AI and ML distance MBA
Program?

• Artificial intelligence, machine learning, data
  science are most touted keywords related to
  careers in demand. Now you will find every
  institute, MBA College, university offering
  courses on these. If one goes through the course
  curriculum, the subject titles seem to be
  completely Greek. Understanding them can be a
  nightmare for a novice. Especially when you are
  not from statistical or information technology
  background. Let us try and understand more about
  it.

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• Data Science or machine learning is about
  processing large amounts of data. To store and
  process data, one will need different
  technologies like files and databases. Using this
  data, an important thing machine learning does is
  prediction. We know prediction is based on
  probability theory. At high level, machine
  learning can help prediction Hence foundation of
  mathematics and statistics is essential.

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• Based on this high level understanding, let us
  delve deeper into distance MBA program syllabus.
  Every institution and college would offer
  different course contents based on their focus
  and specialization. For easy understanding, we
  can categorize the subjects based on their
  purpose.

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AI and ML Distance MBA Foundation

• For data science or machine learning online
  course, following subjects are core to the
  discipline. Here probability and statistical
  methods are covered. Statistics and mathematics
  form the foundation for data science and machine
  learning.

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Business Statistics

• Business Statistics forms the very foundation of
  data analytics. Statistical measures and analysis
  reveals lot of intelligent things and patterns
  hidden inside the data. All predictive models are
  based on probability theory. Business statistics
  includes sampling theory, descriptive statistics,
  probability theory, discrete probability
  distributions, continuous probability
  distribution, hypothesis testing, inferential
  statistics, liner regression, comparison of two
  populations, analysis of variance etc.

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Business Mathematics

• Many calculations involve linear algebra and
  operations on matrices to solve complex equations
  in multiple variables. Typically business
  mathematics covers straight line and
  applications, non-liner functions,
  differentiation, partial differentiation,
  integration, linear algebra, matrices and
  determinants.

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AI and ML Distance MBA Data Engineering

• Data science in any distance MBA program would
  two parts data engineering and data analytics.
  Data engineering focusses on reading and
  transforming data read from various sources.
  These sources are files, databases,
  datawarehouse, social media, website, excel
  spreadsheet, streams etc. Subjects in data
  engineering help to extract, clean, transform and
  load the data.

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Data Warehouse and Business Intelligence

• This subject deals with how to store past data of
  many years in a special repository called data
  warehouse and try to analyze patterns to get
  insights from the past. This includes
• Online transaction processing (OLTP), On-Line
  Analytical Processing (OLAP), N-dimensional
  modeling, Star and Snowflakes schema, concept
  hierarchies, data warehousing applications and so
  on.

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Big Data Hadoop

• Databases and data warehouse process what is
  called as structured data. For example, data
  stored in the form of rows and columns inside
  RDBMS. However this technology cannot process
  unstructured data like data stored on social
  media like Facebook posts, comments etc. A new
  technology known as Hadoop was introduced so that
  it can handle and process voluminous unstructured
  data growing at a very high velocity. It includes
  Hadoop ecosystem, Map Reduce, Hive, Hbase, PIG,
  Spark, Sqoop, Kafka etc.

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AI and ML Distance MBA Data Science/ Machine
Learnig Platforms

• Programming languages like R or python are used
  to build customized predictive models. However,
  there are many platforms (proprietary as well as
  open source) which allow the user to create
  models using the graphical interface with clicks
  and no programming. WEKA, SAS are some of such
  examples.

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• Every program in distance MBA in AI and ML is
  designed with different combinations of subjects
  based on the focus and market demand. Based on
  the job role, the specialization would differ.
  Some of the popular profiles are Data engineer,
  Data analyst, Data scientist, Project manager.  I
  hope this quick round up of subjects would help
  you choose appropriate distance MBA course in AI
  and ML and take your career to the next orbit.

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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