Understanding DataScience

Understanding DataScience
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Applying science on the given massive/available data either structure or unstructured data is called Data science.
How to get information for the business decision or for any research outcomes
becomes process and analysis on top of it. Below diagram will explain more in detail

Collect Data

  1. Data Acquisition
  2. Data Entry
  3. Data Extraction

Capture or Maintain Data

  1. Data Warehousing
  2. Data cleaning
  3. Data Architecture

Process Data

  1. Data Mining
  2. Clustering
  3. Modeling
  4. Summarization

Analysing Data

  1. Exploratory
  2. Predictive Analysis
  3. Regression
  4. Text mining
  5. Qualitative Analysis

Communicate or Describe

  1. Data Reporting
  2. Data Visualization
  3. Business Intelligence
  4. Decision Making