Big Data Integration

Big Data Integration

1. Business analysis

   • Process of examining data and using it to make informed decisions
     • Internal categories
       • Business Intelligence (BI)
       • Business Analytics
       • Data Mining
   • Identification of trends, patterns and opportunities in data to improve business performance
     • Used tools
       • Dashboards
       • Analytical reports
       • Predictive models
   • Use of analytical tools and techniques to understand the business environment and optimize processes.
     • Methods
       • Descriptive analysis
       • Predictive analysis
       • Prescriptive analysis

2. Data and Statistical Methods

   • Set of information that is collected, processed and analyzed to obtain knowledge.
     • Type of data
       • Structured
       • Unstructured
       • Semi-structured
   • Use of statistical methods to analyze data, draw conclusions and make decisions based on evidence.
     • Statistical methods
       • Linear regression
       • Analysis of variance (ANOVA)
       • Clustering
   • Application of techniques such as regression, clustering and analysis of variance to interpret data in a meaningful way.
     • Statistical tools
       • Rsoftware
       • Python with libraries like Pandas and NumPy