What is Big Data Analytics?

What is Big Data Analytics?

Lingesh Mylsamy Lingesh Mylsamy

Lingesh Mylsamy

Master of Computer Applications

发布日期: 2024年8月24日
+ 关注

Big data analytics refers to the systematic processing and analysis of large amounts of data and complex data sets, known as big data, to extract valuable insights. Here are some key points:

  1. Data Exploration: Big data analytics allows organizations to uncover trends, patterns, and correlations in raw data. By analyzing diverse sources such as IoT sensors, social media, financial transactions, and smart devices, analysts make data-informed decisions.
  2. Advanced Techniques: It involves techniques like data mining, statistical analysis, and predictive modeling. These methods help transform raw data into actionable intelligence.
  3. Frameworks and Tools: Big data frameworks (e.g., Hadoop) enable distributed storage and processing across a network of computers. These frameworks handle structured, semi-structured, and unstructured data.
  4. Types of Analytics:

  • Descriptive: Understand historical data and summarize it.
  • Diagnostic: Identify reasons behind past events.
  • Predictive: Forecast future outcomes using statistical models.
  • Prescriptive: Suggest optimal actions based on data

要查看或添加评论，请登录

Lingesh Mylsamy的更多文章

  • Core Techniques in Bioinformatics
    2024年9月13日

    Core Techniques in Bioinformatics

    1. Sequence Alignment This is the process of arranging DNA, RNA, or protein sequences to identify regions of similarity.

  • Applications of AI in Social Media
    2024年9月12日

    Applications of AI in Social Media

    1.1 Content Personalization AI-powered algorithms analyze user behavior, preferences, and interactions to create…

    1 条评论
  • What is Cryptography?
    2024年9月12日

    What is Cryptography?

    Cryptography is the science of securing information through mathematical techniques, ensuring that data is kept private…

  • Perl Language
    2024年9月12日

    Perl Language

    2.1 Overview Perl, developed by Larry Wall in 1987, is a general-purpose, high-level programming language widely known…

  • R Language
    2024年9月12日

    R Language

    1.1 Overview R is an open-source programming language developed in the early 1990s by Ross Ihaka and Robert Gentleman.

  • Microsoft Azure
    2024年8月24日

    Microsoft Azure

    Azure is more than just a cloud platform; it’s a comprehensive ecosystem of over 200 products and services designed to…

  • Cloud Architecture
    2024年8月24日

    Cloud Architecture

    Cloud architecture, also known as cloud computing architecture, involves integrating various technology components to…

  • What is Flutter?
    2024年8月24日

    What is Flutter?

    Flutter is an open-source mobile application development framework created by Google. It allows you to build…

  • Concepts associated with React.js
    2023年12月18日

    Concepts associated with React.js

    Component-Based Architecture: React follows a component-based approach, where the UI is divided into modular and…

  • Cloud Computing service models
    2023年12月18日

    Cloud Computing service models

    Infrastructure as a Service (IaaS): Offers virtualized computing resources over the internet, such as virtual machines…

社区洞察

其他会员也浏览了