Sunday, 23 July 2023

What is Data Science & Introduction

 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 .


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