Tuesday, April 23, 2019

DataScience

What exactly is data science?

It's a buzzword in the IT world today. This happens with many techniques that people start using like terminology without even understanding what it means, what comes in its scope and so on. We will discuss some of these things in detail. Data science has multiple components. When you talk about components, you mainly talk about the Big Data, you talk about many of the roles in data science: what exactly is the role of the data scientist, what exactly is the role of the data manager, and what exactly is the role of the data librarian? And so on. In today's world, when you talk about "data science" as a flow in itself, you have to deal with huge amounts of data.



Hadoop's role in data science
When you talk about it, it means that there are large amounts of data and huge amounts of frames that will deal with this massive data. There are many tires available, and they have their own advantages and disadvantages. The most popular framework is Hadoop. Talk about data science you have to do with this huge amount of data, you cannot escape from Hadoop. When doing a statistical analysis, does not care about Hadoop or any other large data framework. Hadoop is written in Java, so it will help you if you know Java as well.

What is R?
R is the statistical Encoding programming language. You cannot really avoid R search because when you talk about many algorithms, you have to apply this large amount of data to understand their knowledge or to enable some automated learning algorithms, you must work with R.

What is Apache Mahout?
Apache Mahout is an automatic learning library provided by Apache. Now, why has he gained great popularity? What exactly are the reasons behind this? What happens is that it is directly integrated into mathematics. Data science is not really about data size. It is about getting information from the data. Now, what are these kinds of ideas? If you are not really interested in the large amount of data and in today's world when talking about marketing via social media and all those links, or Facebook, etc. Mahout has direct integration with Hadoop, allowing it to take advantage of Hadoop's processing capability to implement a large-scale algorithm of data. If you look at companies like Linked and Facebook, you'll find Mahout apps.
Data science is related to the huge amount of data that needs to be divided and segmented in multiple ways to get the answers that are being sought in a questionable area. The problem that arises today is: "You've already told me enough about what I already know, tell me something I do not know."
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