DS vs ML

DS vs ML

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  • I am sorry. I am trying to understand but it is difficult. Can you give a bit more explanation.
  • Good, you are on point as always. Now lets correlate.  Data Science is Discovery and Machine Learning is the Invention
  • Data Science vs Machine Learning
  • Data Science vs Machine Learning
  • Sure, it would be my pleasure. You see, the data is the universe and like how scientists scan the universe to identify new planets, the process of scanning the data to identify insightful information is called Data Science
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  • Data Science
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  • And the guys who do this are called Data Scientists.
  • Now, let me guess. Using the information that the data scientists extracted, people create applications and this is called Machine Learning.
  • Discovery
  • Machine Learning
  • You are almost there. What is generally termed as "Machine Learning" is a bunch of mathematically complex algorithms which gives better results with the more data you provide. Therefore, the process in which the data extracted by Data Scientists is used by some mathematically complex algorithms to find a solution to a problem is called as Machine Learning and the folks who do this are called Machine Learning Engineers.
  • For instance, if we need to predict the price of a house, we will collect data as much as possible about the house and give it to a Data Scientist.
  • House Price
  • The Data Scientist will extract insightful information from the data and provide a structured data to the Machine Learning Engineer.
  • House Price
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