Question
Which of the following characteristics best
differentiates Big Data from Traditional Data ?Solution
Explanation: Big Data refers to large, complex datasets characterized by the 3Vs —volume (sheer size of data), velocity (speed of data generation and processing), and variety (structured, unstructured, and semi-structured formats). Traditional Data, on the other hand, is smaller in scale, structured, and typically managed using relational databases like SQL. Big Data technologies (e.g., Hadoop, Spark) handle vast datasets, enabling advanced analytics such as machine learning and real-time processing, whereas Traditional Data is used for routine business operations and small-scale analytics. Understanding these differences is critical for selecting appropriate tools and techniques for data analysis. Option A: Both SQL and NoSQL databases can handle traditional and Big Data, depending on use cases. Option C: Big Data often requires significant preprocessing and cleaning due to its complexity. Option D: Both can be used for predictive and real-time analytics; it depends on the tools and methods used. Option E: Big Data can be stored on physical servers; distributed systems are used for scalability.
Which elite Naval Air squadron in the Andaman & Nicobar Command carried out the maiden all-women maritime surveillance mission on March 08, 2024? Â
Who among the following was the founder of the Bahmani Sultanate, who took the title of Bahman Shah after his accession to the throne?
Where is the Central Grain Analysis Laboratory (CGAL) located?
Find the CORRECT statement's about VAJRA PRAHAR 2023?
1. Exercise VAJRA PRAHAR is a joint exercise conducted between Indian Navy and US Navy Spec...
Till 1993, which department in the Reserve Bank of India (RBI) was responsible for both regulatory and supervisory functions over commercial banks?
Choose the INCORRECT statement related to monsoon.
Which of the following is the most populated city in India as on 2019?
According to the 2011 Census of India, which state has the highest population in India?
1 KB memory is:
(a) 1000 bytes
(b) 210Â bytes
(c) 106Â bytes
(d) 102Â bytes
India's top oil and gas producer ONGC will invest ______ by 2030 on energy transition projects as it targets net zero carbon emissions by________ .