Cognitive cloud computing technology.


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Uploaded on Jun 5, 2020

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Cognitive cloud computing technology.

Cognitive cloud computing technology Cognitive computing • Cognitive computing is the use of computerized models to simulate the human thought process in complex situations where the answers may be ambiguous and uncertain. The phrase is closely associated with IBM's cognitive computer system, Watson. Source: Google Images Closely associated with AI • Cognitive computing overlaps with AI and involves many of the same underlying technologies to power cognitive applications, including expert systems, neural networks, robotics and virtual reality (VR). Source: Google Images How it works? • Cognitive computing systems can synthesize data from various information sources, while weighing context and conflicting evidence to suggest the best possible answers. Source: Google Images Working • To achieve this, cognitive systems include self- learning technologies that use data mining, pattern recognition and natural language processing (NLP) to mimic the way the human brain works. Source: Google Images Machine learning • Using computer systems to solve the types of problems that humans are typically tasked with requires vast amounts of structured and unstructured data, fed to machine learning algorithms. Source: Google Images Identifying patterns • Over time, cognitive systems are able to refine the way they identify patterns and the way they process data to become capable of anticipating new problems and model possible solutions. Source: Google Images Adaptive • Cognitive systems must be flexible enough to learn as information changes and as goals evolve. The systems must be able to digest dynamic data in real time and make adjustments as the data and environment change. Source: Google Images Interactive • Human-computer interaction is a critical component in cognitive systems. Users can interact with cognitive machines and the technologies must also be able to interact with other processors, devices and cloud platforms. Source: Google Images Iterative • Cognitive computing technologies can also identify problems by asking questions or pulling in additional data if a stated problem is vague or incomplete. The systems do this by maintaining information about similar situations that have previously occurred. Source: Google Images