In this Era of technology driven society
which tech trends provide better career opportunities among Data Science/Artificial
Intelligence/Big Data?
Data Science VS Artificial Intelligence
· Data
science is a comprehensive process that involves pre-processing, analysis &
prediction, Whereas Artificial Intelligence is the implementation of a
predictive model to forecast future events.
· Data
science essentially comprises of various statistical techniques involved
whereas AI makes use of Algorithms in its process
· Difference
of quantity tools used Data science & AI.
· Data
science is about finding hidden patterns in the data. Whereas AI is about imparting
autonomy to the data model.
· While
Data science is more inclined towards Machine learning and applying those
algorithms or models on the data, Big data is more inclined towards analytics,
handling large amount of raw data, its processes & observation of trends or
patterns in data.
· In
respect to organisations Big data is needed to improve efficiencies, understand
new markets, and enhance competitiveness whereas Data science provides methods
or mechanisms to understand the potential of big data in a timely manner.
· Big
data is characterized by its velocity, variety & volume (3Vs), while Data
science provides the methods or techniques to analyse data characterized by
3Vs.
Now, Big Data and AI are
two of the most popular technologies in the digital world. The only point of
concern among the two is that Artificial Intelligence is in existence from more
than a decade, while Big Data came into existence just a few years ago. We can
eventually say that together Big data & AI are set of two amazing modern
technologies that empower machine learning. They are considered as two
mechanical giants by data scientists.
Considering all the points I’ve covered above &
taking everything into account, if you are still confused on which career
option to proceed and pick a professional field than Data Science is the
best field trending right now. However, you should still have a second thought
of specializing in machine learning and AI systems, after which you can expect
a lot of career options too.
Hence, these three domains Data Science, Artificial Intelligence
& Big Data has got it’s own Scope, Advantages & Limitations but every
domain or every technology is worth only if learned, unleashed & practiced
properly for achieving various career opportunities.
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