Why Data Science Technology is Bigger than Big Data
Big data refers to the aggregation and analysis of data from multiple sources. It includes:
• Unstructured data sources like social network platforms, emails, blogs, tweets, digital images, digital audio and video, online data sources, mobile data, websites, and more
• Structured data sources, including databases, OLTP, transaction data, and other structured data formats
Understanding the relationship between data science and big data
Big data technology enables users to pull and combine data from a number of sources and also store and analyze data sets of that size. It means that businesses aren’t limited in their data analysis and that creating, defining, and analyzing data takes less time than ever before. Creating meaning from the analysis of big data, however, is really only made possible by data science. Big data analysis can help identify trends, point out patterns, and process huge volumes of information that traditional databases can’t, but data science is able to answer the “why” or the “what’s next” after big data shares the “what” and the “how.”
What is data science?
The education course site EDUCBA defines data science as, “a specialized field that combines multiple areas such as statistics, mathematics, intelligent data capture techniques, data cleansing, mining and programming to prepare and align big data for intelligent analysis to extract insights and information. Though this it may sound simple, data science is quite a challenging area due to the complexities involved in combining and applying different methods, algorithms, and complex programming techniques to perform intelligent analysis in large volumes of data. Hence, the field of data science has evolved from big data, or big data and data science are inseparable.”
Is data science more important that big data?
Why is data science important? Essentially, data science is the engine that allows big data to work for businesses. As data science is the method that extracts meaning from big data sets, it’s easy to see exactly why data science is important. Here are some of the things that data science enables.
1. Provides meaning from potential
Every dataset has the potential for finding something, but data science is the key to extracting or realizing that potential. Insight is the reason that big data processes exist – people and businesses are looking for valuable information from raw data and data science are able to cut through the complexity of large swaths of often disparate-seeming data.
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