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Concept of "Big Data"

Started by EagerChic, Feb 07, 2024, 12:16 AM

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EagerChicTopic starter

Could you provide a straightforward explanation of the concept of "big data"?

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slurinkappala

I perceive big data as an immense collection of structured and unstructured data that emanates from a wide array of sources such as social media platforms, IoT sensors, mobile devices, and more. This data is characterized by its "3Vs" - volume, velocity, and variety. The volume refers to the sheer amount of data being generated, from terabytes to exabytes and beyond. Velocity denotes the speed at which data is produced and must be processed, often in real time. Meanwhile, variety emphasizes the diverse formats and types of data, including text, images, videos, and sensor readings.

I design and implement systems to manage and process big data. This involves the use of distributed computing frameworks such as Hadoop, Apache Spark, or Apache Flink, which enable parallel processing of large datasets across clusters of computers. These frameworks provide the infrastructure for storing, processing, and analyzing big data, allowing organizations to derive valuable insights and make data-driven decisions.

Furthermore, big data technologies encompass scalable storage solutions like the Hadoop Distributed File System (HDFS) and cloud-based data platforms such as Amazon Web Services (AWS) S3 and Google Cloud Storage. These platforms offer the capacity to store massive amounts of data and provide the flexibility to scale resources based on demand.

The impact of big data extends across various industries, revolutionizing how businesses operate. It empowers organizations to perform advanced analytics, including predictive modeling and machine learning, leading to improved operational efficiency, targeted marketing efforts, and enhanced customer experiences. In essence, big data has transformed the way we understand and harness information, making it an indispensable asset in the modern era of data-driven decision-making.
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dragoxna

"big data" refers to an extensive volume of data, typically in a tabular format. Interestingly, there is no singular definition for this term. What's intriguing is that big data has existed for quite some time, but the tools for processing and storing it, as well as the processing algorithms, were not available before.
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Kickera

Big data encompasses all the vast amounts of data related to individuals, organizations, or any other entities.
It's comparable to the comprehensive information you receive about your rights when you turn 14.
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thebangaloredhaba

The concept of "big data" refers to the vast amounts of data that are generated by businesses, individuals, and organizations on a daily basis. This data can come from a variety of sources such as social media, sensors, and mobile devices, and can include structured and unstructured data. The challenge with big data is analyzing and making sense of it all. Big data analytics refers to the process of extracting insights and valuable information from large and complex data sets. This information can then be used to make more informed business decisions, improve customer experiences, and gain a competitive advantage. The use of big data and analytics is becoming increasingly important in today's data-driven world.
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