It is designed to act on real-time and streaming data with “continuous” queries. With data that is constantly streaming from social networks, there is a definite need for stream processing and also streaming analytics to continuously calculate mathematical or statistical analytics on the fly within these streams to handle high volume in real time.
A database optimized for data online analytical processing (OLAP) applications and for data warehousing.Just in case you are wondering about data warehouses, it is nothing but a central repository of data multiple data sources.
It is supposedly the data that is useful and actionable after some filtering done by algorithms.
They are a type of NoSQL and multidimensional databases that understand 3 dimensional data directly. They are good for manipulating HTML and XML strings directly for example.
Software algorithms designed to allow computers to more accurately understand everyday human speech, allowing us to interact more naturally and efficiently with them.
Graph databases use concepts such as nodes and edges representing people/businesses and their interrelationships to mine data from social media. Ever wondered how Amazon tells you what other products people bought when you are trying to buy a product? Yup, Graph database!
Neural networks is a beautiful biologically-inspired programming paradigm which enables a computer to learn from observational data. It’s been a long time since someone called a programming paradigm ‘beautiful. In essence, artificial neural networks are models inspired by the real-life biology of the brain.. Closely related to this neural networks is the term Deep Learning. […]
Know SQL? Then you are in good hands with Hive. Huve facilitates reading, writing, and managing large datasets residing in distributed storage using SQL.
Comparative analysis, as the name suggests, is about comparing multiple processes, data sets or other objects using statistical techniques such as pattern analysis, filtering and decision-tree analytics etc. I know it’s getting little technical but I can’t completely avoid the jargon. Comparative analysis can be used in healthcare to compare large volumes of medical records, […]