Data analytics (DA) is the process of examining data sets in order to draw conclusions about the information they contain, increasingly with the aid of specialized systems and software. Data analytics technologies and techniques are widely used in commercial industries to enable organizations to make more-informed business decisions and by scientists and researchers to verify or disprove scientific models, theories and hypotheses. At a high level, data analytics methodologies include exploratory data analysis (EDA), which aims to find patterns and relationships in data, and confirmatory data analysis (CDA), which applies statistical techniques to determine whether hypotheses about a data set are true or false.

More advanced types of data analytics include data mining which involves sorting through large data sets to identify trends, patterns and relationships; predictive analytics which seeks to predict customer behavior, equipment failures and other future events; and machine learning, an artificial intelligence technique that uses automated algorithms to churn through data sets more quickly than data scientists can do via conventional analytical modeling. Big data analytics applies data mining, predictive analytics and machine learning tools to sets of big data that often contain unstructured and semi-structured data. Text mining provides a means of analyzing documents, emails and other text-based content.  

ETL-OPEN-TALEND Data Integration
IT- Information Technology-Data Analytics
Aerospace Manufacturing Data Analytics
Renewable Energy/Solar Cells Data Analytics
LED/OLED Lighting & Displays Data Analytics
High Vacuum Technology Data Analytics
Assumptions Theory/Postulates
Theoretical Mathematical Modeling
Computational Mathematical Modeling
Generation of Concept through Ideas
Prototype Design & Devlopment
Test & Measurements
Statistical Data Analysis-MINITAB & Crystal Ball
Simulations
Verification & Validation
Automation of Data Analytics by using Software’s
DFSS-Design for Six Sigma
Project Ownership by Development Innovative Laboratory In Houes