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 …
Big Data Strategy- Activities
Define Big Data Strategy and Business Needs Big Data Strategy An organization’s Big Data strategy needs to be aligned with and support its overall business strategy and business requirements and …
Big Data Strategy – Criteria
Data Security Management What problems is the organization trying to solve? A Big Data strategy must include criteria to evaluate: What Data Sources To Use or Acquire? In Data Security …
Predictive Analytics Vs. Prescriptive Analytics
Predictive Analytics Vs. Prescriptive Analytics What Is Predictive Analytics? Predictive Analytics is the sub-field of Supervised Learning where users attempt to model data elements and predict future outcomes through the …
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, …
Machine Learning
Introduction to Machine Learning Algorithms Machine Learning explores the construction and study of learning algorithms. It can be viewed as a union of unsupervised learning methods, more commonly referred to …
Services-Based Architecture – SBA
What is Service-Based Architecture? Services-based architecture (SBA) is emerging as a way to provide immediate (if not completely accurate or complete) data, as well as update a complete, accurate historical …
What is Big Data: A Comprehensive Overview
What is Big Data, and How Does it Work Definition of Big DataIf someone says Big Data, it means huge volume, complex, and diversified datasets that are generated at a …
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 …