Scalable
Scalability is the ability of a system to handle an increasing amount of work or data in a capable and efficient manner. In data science and artificial intelligence, scalability is a crucial aspect as the amount of data generated is increasing exponentially. A scalable system can handle large datasets, complex algorithms, and high traffic without compromising performance. Scalability can be achieved through various techniques such as distributed computing, parallel processing, load balancing, and cloud computing. A scalable system can also be horizontally or vertically scalable. Horizontal scalability refers to adding more nodes to a system, while vertical scalability refers to adding more resources to a single node. Scalability is essential for businesses and organizations that deal with large amounts of data and require real-time processing and analysis.
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