Question
What differentiates big data from traditional data in
terms of its defining characteristics?Solution
Big data stands out due to its volume, velocity, variety, and veracity, often called the 4 Vs. Its massive scale and complexity necessitate advanced processing tools like Hadoop, Spark, and cloud-based analytics platforms. Traditional data, on the other hand, is typically smaller and less diverse, making it manageable with conventional databases or tools like spreadsheets. Big dataтАЩs nature often involves distributed storage and parallel processing to handle its dynamic characteristics effectively. This distinction underscores the necessity of scalable, robust technologies for big data compared to the simpler methods sufficient for traditional datasets. Why Other Options Are Incorrect: тАв A: Big data is not limited to relational databases; it incorporates NoSQL databases and other distributed storage systems. тАв B: While velocity is a key attribute, variety is more prominently associated with big data, not traditional data. тАв D: Distributed storage systems are a hallmark of big data, not traditional data. тАв E: Big data can be as accurate as traditional data, provided advanced algorithms and validation techniques are employed.
рдЕрдзреНрдпрд╡рд╕рд╛рдпреА рдХрд╛ рдЕрдВрдЧреНрд░реЗрдЬреА рдкрд░реНрдпрд╛рдп рдирд╣реАрдВ рд╣реИред
рдХрд╛рд▓рд┐рджрд╛рд╕ рдиреЗ рдХрдИ рдирд╛рдЯрдХреЛрдВ рдХреЗ рд╕рд╛рде - рд╕рд╛рде ┬а рдХрд╡рд┐рддрд╛рдПрдБ рднреА рд▓рд┐рдЦреА рд╣реИрдВред
Bank reference рдХрд╛ рд╣рд┐рдВрджреА рдкрд░реНрдпрд╛рдп рд╣реИ ред
рдирд┐рдореНрди рдореЗ рд╕реЗ рдХреМрди рд╕рд╛ рдХрдерди рдЕрд╕рддреНрдп рд╣реИ ? ┬а┬а┬а┬а┬а┬а┬а┬а┬а┬а┬а┬а┬а┬а┬а┬а
...┬аMass communication of the twenty-first century has become an integral part of our life and national development and its direction determination.
рджрд┐рдП рдЧрдП рдкреНрд░рддреНрдпреЗрдХ рдкреНрд░рд╢реНрди рдореЗрдВ рдПрдХ рдЕрдВрдЧреНрд░реЗрдЬреА рдХрд╛ рд╡рд╛рдХреНрдп рджрд┐рдпрд╛ рдЧрдпрд╛ я┐╜...
Who are not approached by the agency, can also participate in this survey by providing their responses using the linked survey schedule.
рдирд┐рдореНрдирд▓рд┐рдЦрд┐рдд┬а рд╡рд┐рдХрд▓реНрдкреЛрдВ рдореЗрдВ рд╕реЗ delegate┬а рд╢рдмреНрдж рдХрд╛ рдкрд░реНрдпрд╛рдп рдирд╣реАрдВ рд╣я┐╜...
рдирд┐рдореНрдирд▓рд┐рдЦрд┐рдд рдореЗрдВ рд╕реЗ рдЕрдиреБрдкреВрд░рдХ рдЕрдиреБрджрд╛рди рдХрд╛ рд╣рд┐рдВрджреА рдкрд░реНрдпрд╛рдп рд╣реИ
рджрд┐рдП рдЧрдП рд╡рд╛рдХреНрдп рдХрд╛ рдЙрдЪрд┐рдд рд╣рд┐рдВрджреА рдЕрдиреБрд╡рд╛рдж рдЪреБрдиреЗ
Transact means to buy or...