Data analytics is an algorithmic or mechanical procedure of deriving the information from the data set. For example, this may be looking for the association between the data variables. This concept refers to a qualitative analysis of the data. Qualitative analysis is performed based on a quantitative analysis, but is not confined thereto. The qualitative analysis explains the reasons for the relationship of various parameters and form hypotheses about the association between factors (Quora.com).
Data mining is the process of identifying hidden patterns found in the raw data. These patterns should be previously unknown and non-trivial. They are simple to interpret and practically useful in decision-making in all areas of human life. Data Mining technology allows to identify patterns among the large amounts of data which cannot be detected by standard methods of information processing, but are practically useful and objective. The data mining methods are based on the basis of various scientific disciplines: social statistics, database theory, artificial intelligence, algorithmization, visualization, and other sciences (Anderson.ucla.edu).
Cognitive computing is a group of methods that simulate the process of human thinking and decision making. This concept includes data mining and self-learning systems, pattern recognition. These systems mimic the work of the human brain and therefore create automated compute systems that can solve different problems without human participation. The core of cognitive computing is learning algorithms. These algorithms gather knowledges from the data mining processes. The system determines meaningful patterns in the data and modelling effective solutions. The cognitive computing methods are widely used in AI applications, natural language programming, robotics, expert systems and virtual reality. One of the most known cognitive computing systems is IBM’s Watson cognitive computer system (WhatIs.com).
Works Cited
Anderson.ucla.edu,. "Data Mining: What Is Data Mining?". N.p., 2016. Web. 22 Feb. 2016.
Quora.com,. "What Is The Difference Between Data Analytics, Data Analysis, Data Mining, Data Science, Machine Learning, And Big Data? - Quora". N.p., 2016. Web. 22 Feb. 2016.
WhatIs.com,. "What Is Cognitive Computing? - Definition From Whatis.Com". N.p., 2016. Web. 22 Feb. 2016.
