What is Data Science?
It is the study of data to extract important insights for the business. Also, it is the field of study that programming skills, and knowledge of maths and statistics to extract insights into the data.
In data science, you can use the data for analysis that come from different sources or are presented in different formats.
Why Data Science is Important?
Data Science is Important because it combines the tools, technologies, and methods to generate the data. Nowadays many modern organizations overwhelm with data like we have video, text, image, and audio data.
Data Science is used for?
It is used to study the data in 4 parts i.e.,
1. Descriptive analysis
2. Diagnostic analysis
3. Predictive analysis
4. Prescriptive analysis
Some benefits of data sci for business
Data Science is the way for companies to operate because many businesses need robust strategies of data science to drive growth and maintain competitive goals like:
1. Discover the unknown transformative patterns
2. Innovating new products and solutions
3. Real-time optimization
What is the process of Data Science?
Data Science will work with business stakeholders to understand what business needs. When the problem has been defined then the data scientist may solve it by using the OSEMN data sci process:
O-obtain data
S-scrub data
E-explore data
M-model data
N-interpret result
Some Basic Principles behind data science techniques
let's understand some basic principles behind these techniques:-
1. data science teaches a machine how t start the data based on a known data set.
2. give unknown data to the machine and allow the device to start the data set independently.
Different tools of Data Science
1. Data Storage
2. Analytics
3. Machine Learning
How you can become a Data Scientist?
If you want to become a data scientist then you should be completed your graduation in the IT field like in computers, maths, physics, or any other field, after graduation does a master's in Data Science, and then gain some good experience in your field of interest.
Data Science With Python
This will teach you to master in concepts of python programming language because through this you will learn machine learning, web scraping, data analysis, data visualization, etc. after completion of this course data science with python, you will be a master in data science tools using python.
Befits of data science with python
As we know that data science is an evolving field and python has required skills for 45% of jobs in data science the demand for data science professionals will increase 140-700 job openings in India by 2025 and the professionals who have done this with python skill will have some additional advantage.
Hopefully, this blog helps you understand about that what data science is all about and how it works.
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