Datafication is an information technology-driven sense-making process. Business Intelligence (BI) is becoming of growing importance as it has broadened to encompass the applications, tools and best practices required for data science. The increasing availability of big data most typically characterised by 3 Vs - Volume, Velocity and Variety. Big Data Analytics is tying up the loose ends about our … [Read more...]
What is Information Silo?
An information silo is a management system incapable of mutual exchange with other similar systems. Information silo is a derogatory expression that can be used to describe a lack of operational reciprocity. Derived variants are silo thinking, silo vision and silo mentality. In an Information Silo, the data is not properly shared. It remains within each system or subsystem. So, the data silos … [Read more...]
Query Optimization Overview
When we talk about query optimization, we mean improving response times in a relational database management system, because optimization is the process of modifying a system to improve its efficiency or also the use of available resources. In relational databases, the SQL query language is the most commonly used by developers and developers to obtain information from the database. The … [Read more...]
What is Statistical Classification
In the field of machine learning and statistics, classification methods are methods and criteria for classifying objects or situations. Such a method is also referred to as a classifier. Many methods can be implemented as an algorithm; it is also referred to as machine or automatic classification. Classification methods are always application-related, so many different methods exist. The … [Read more...]
What is Pattern Recognition?
Pattern recognition is the science that deals with the processes of engineering, computing, and mathematics related to physical or abstract objects, with the purpose of extracting information that allows properties to be set between sets of such objects. Pattern recognition also called pattern reading, figure identification, and shape recognition—consists of the recognition of signal patterns. … [Read more...]
Scope of IoT and AI in Cruise Ships
A cruise is a type of passenger boat for pleasure travel, when the trip itself, the services of the ship, and sometimes the different destinations on the way are part of the experience. Transportation is not only the purpose of the cruise ship, particularly on cruise ships that return passengers to its original port (known as closed-circuit cruises). It is noteworthy to mention, shipping … [Read more...]
What Apache Kafka Can Do?
In increasingly complex application landscapes, the handling of data flows is becoming increasingly difficult. Read how Apache Kafka big data technology can help. Linking data from different systems is at the top of the to-do list in application handling. There are many solutions for this, each with advantages and disadvantages. Apache Kafka promises to solve the problem in the way that users have … [Read more...]
What is Semi-Structured Data?
Semi-structured data is the name given in database research (informatics) to information which is not subject to a general structure, but which carry with it part of the structural information. While structured data retention must be based on a database model that contains the appearance of the data elements (objects), semi-structured data lacks one. Semi-structured data does not need to be … [Read more...]
What is Unstructured Data?
In business informatics and computer linguistics, unstructured data is digitized information that is present in a non-formalized structure and which cannot be accessed aggregated by computer programs via a single interface. Examples include digital texts in natural language and digital sound recordings of human language. Unstructured data from structured and semi-structured data is differentiated. … [Read more...]
Reinforcement Learning and Slot Machines
Some people take the plunge and start gambling without any prior knowledge or strategy. Others like to be more methodical in their approach. However, whether you dive into the world of slots or not, as a developer probably you know that Big Data is changing the slot wins in the Casino history. Table of Contents 1 Introduction 2 What are slot machines 3 What is reinforcement … [Read more...]
What is Data-Driven Journalism?
Data-Driven Journalism is the process of obtaining, building, filtering, analyzing and presenting databases, with the aim of generating news. It is a practice derived from Precision Journalism, proposed by Philip Meyer in the 1970s, and Computer-Assisted Reporting (CAR). The first reference to Data Journalism, a term derived from Data-Driven Journalism, was made by programmer Adrian Holovaty … [Read more...]
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