Data Science and Artificial Intelligence
What is Data Science?
Data Science is a discipline of
science which uses and analyzes data to answer questions, test hypotheses, and
to gather insights. Businesses use the term data science to mean anything from
creating Excel charts to deep learning models. The common thread through these
seemingly dissimilar projects is extracting information from raw data. A data
scientist is basically an ‘information extracting layer’ and it does not matter
to the business owner how this is done or what are the techniques used. The
point is that when data is used by best data science course , the output generates business
value, either in the form of customer trend insights or analysis of market
campaigns.
What is Artificial Intelligence?
The focus of ArtificialIntelligence course is more on understanding the functioning of a human brain and
basic human abilities such as speech, vision, decision-making, using language
and other more complex tasks and designing machines and software which can
emulate these. Thus, it refers to the artificial simulation with the help of
machines of how a human brain functions. An artificial intelligence training, machine
can now perform human functions such as self-correction, learning, and logical
reasoning. This is a most complicated field of technology and is very wide and
has many applications. Machines are not inherently smart as humans and hence a
lot of in-built data and computing power is needed so as to simulate thinking
like humans and to make them smart.
At
present, the artificial intelligence systems available are effective and
complex, but they are nowhere near to human intelligence. Humans use a lot of
present data as well as past data, which might be inherent as well as learned
over time, to figure out everything around them. This ability is still not
available with AI systems yet. They still have a limited range of machine
capabilities such as a specific game like Scrabble or Chess. Artificial
Intelligence systems require a huge database of data to enable them to do
ordinary or mundane tasks performed effortlessly by humans.
How is Data Science related to AI?
Data Science is a broad
discipline which includes all the techniques and skills required to understand
high velocity, high volume, and unstructured data. Hence, data science training includes
Artificial Intelligence course as well, as one of its tools. AI helps in
decision-making, either in probabilistic or deterministic environments and is a
subset of data science.
Data Science is a field which
uses a blend of various systems and processes to extract insights and knowledge
from data in different forms. Thus, data science can help artificial
intelligence systems to figure out solutions to problems by linking together
data, which is similar, for future use. Basically, data science lets artificial
intelligence systems to find meaningful and appropriate information from large
loads of data in a faster and more efficient way.
The facial recognition system
used by Facebook is an example of this. Over a long period of time, a lot of
data is gathered from existing users and then the same techniques are used for
facial recognition with the new users.
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