Uploaded on Jun 5, 2020
PPT on Cognitive cloud computing technology.
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
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