What is Data Science?
Data
science is a deep study of the massive amount of data, which involves
extracting meaningful insights from raw, structured, and unstructured data that
is processed using the scientific method, different technologies, and algorithms.
Data
science is a multidisciplinary field that uses tools and techniques to
manipulate the data so that you can find something new and meaningful.
Data
science uses the most powerful hardware, programming systems, and most
efficient algorithms to solve the data related problems. It is the future of
artificial intelligence.
In
short, we can say that data science is all about:
- Asking the correct questions
and analyzing the raw data.
- Modeling the data using various
complex and efficient algorithms.
- Visualizing the data to get a
better perspective.
- Understanding the data to make better decisions and finding the final result.
Let suppose we want to travel from station A
to station B by car:
Now,
we need some important considerations to take effective decisions such as:
which
route will be the best,
best route to reach faster at the location,
in
which route there will be no traffic jam,
and
which will be cost-effective and easy to reach.
All
these decision factors will act as input data, and we will get an appropriate
answer from these decisions, so this analysis of data is called the data
analysis, which is a part of data science.
Data
science is a field that involves using statistical and computational techniques
to extract insights and knowledge from data.
It encompasses a wide range of tasks, some of those
including:
like
data cleaning and preparation,
data
visualization and statistical modeling,
machine
learning, and more .
Data
scientists use these techniques to discover patterns and trends in data, make
predictions, and support decision-making.
They
may work with a variety of data types, including structured data (such as
numbers and dates in a spreadsheet) and unstructured data (such as text,
images, or audio) .
Data
science is used in a wide range of industries, including finance, healthcare,
retail, and more.
It has become the most demanding job of the
21st century.
Every
organization is looking for candidates with knowledge of data science .
