All About Big Data You Should Know
Conventionally, big data is a huge data set, complex, and unorganized, therefore it contradicts the common data management method. Big data can not be processed in the traditional database management system since it is unsuitable with a normal database network. As internet users, we also contribute to creating big data. Whenever we use an app on our smartphone or iPhone, visit a website, log into a platform, or write something in a search bar, a piece of data will be collected. Therefore, anytime we use a search engine to find an answer a huge amount of data will be created and gathered. You need to know some of the terms related to big data. This term will give you a clear understanding of big data characteristics. The terms are known as volume, velocity, and variety (3V) also the other characteristics are veracity and value. Here are detailed explanations about big data characteristics.- Volume
- Velocity
- Variety
- Veracity
- Value
Big Data Technology
The main components and ecosystem of big data are data analysis, technology, and visualization. The data analysis includes A/B testing, machine learning, and natural language processing (NLP). Meanwhile, data technology covers business intelligence, cloud computing, and databases. In addition, visualization can take the form of charts, graphics, and other visuals. Big data is classified into two types, there are:- Operational big data technology
- Big data analytics
- Data saving
- Data collecting
- Data analysis
- Data visualization