Career Snapshot Master’s degree in computer science with Specialization in Software Engineering and Earned PGD in Management Information System. Accumulated 20+ years’ Information Technology, Data Governance, Data Management, and Compliance …
Data Strategy, Architecture, & Models
Introduction Of Data Strategy Architecture Data Strategy focuses on aligning data management with business goals and provides a comprehensive plan. Whereas Data Architecture focuses on the technical framework and design …
Oracle Autonomous Database
What is Oracle’s Autonomous Database? Oracle says, Autonomous Database is a mission-critical, converged database that runs transactional and analytic workloads. It automatically scales, tunes, patches, and secures all the workloads …
Big Data – Metrics
Metrices for Data Quality Metrics are vital to any management process; they not only quantify activity but can define the variation between what is observed and what is desired. Big …
Big Data – Readiness and Risk Assessment
Big Data Readiness Assessment As with any development project, the implementation of a Big Data or Data Science initiative should align with real business needs. Assess organizational readiness in relation …
Big Data – Visualization Tools
Data Visualization Tools Traditional tools in data visualization have both a data and a graphical component. Advanced visualization and discovery tools use in-memory architecture to allow users to interact with …
Big Data – Distributed File-Based Databases
Hadoop Distributed File System Distributed file system-based solutions technologies, such as the open source Hadoop, are an inexpensive way to store large amounts of data in different formats. Hadoop stores …
Big Data – MPP Shared-nothing Technologies and Architecture
Massive Parallel Processing Massive parallel processing (MPP) has evolved because traditional computing paradigms (indexes, distributed data sets, etc.) did not provide acceptable response times on massive tables. Massively Parallel Processing …
Sentiment Analysis and Data/Text Mining
Automated Sentiment Analysis: Leveraging NLP for Social Media Insights Media monitoring and text analysis are automated methods for retrieving insights from large unstructured or semi-structured data, such as transaction data, …
Data Science – Process and Iterative Phases
Data Science Process: A Step-by-Step Scientific Approach The Data Science process follows the scientific method of refining knowledge by making observations, formulating and testing hypotheses, observing results, and formulating general …