How are big data and machine learning related?

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How are Big Data and Machine Learning related?
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INTRODUCTION

• Machine learning is essentially algorithms and a
  part of Data Science. Along with machine learning
  algorithms, it even includes artificial
  intelligence techniques, statistics, mathematics,
  recommender systems, programming, and business
  intelligence. 

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• Machine learning deals with different cognitive
  methods and algorithms in order to drive meaning
  from the mixed data repository, which means it is
  basically a tool to extract relevant information
  from the big data reserves as well as a sub-set
  of various big data techniques.

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• It concerns with implementation of methods that
  allow the computer to learn from the data
  automatically. These data can generally be big
  data as there is certainly a lot to discover in
  this particular data. For instance, google big
  data services utilize machine learning in their
  processes.

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• Big data is essentially the same data with huge
  volume, velocity, and variety. Basically, data
  science and machine learning techniques are
  actually applied to data, either it is small or
  big data. However, in the case of big data, a
  special type of big data technologies are
  utilized for storage, processing, management, and
  analysis. For instance, Hadoop, Spark, Storm, Map
  Reduce, MongoDB, etc. Big data cloud
  solutions are quite popular in the current time,
  so are cloud big data solutions.

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• Both these concepts are essentially linked
  together with
• a. One can utilize machine learning algorithms in
  order to make data science.
• b. One can utilize data science and machine
  learning techniques easily on big data.

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