What is Data Science?
Data Science is an integrative field where one can extract knowledge and insights from a unstructured data with the help of scientific methods, processes, algorithms.
Data Science is related to machine learning, data mining, and big data.
Let us elaborate on what the above defined terms machine learning, data mining and big data.
Machine Learning:
Machine learning is a part of artificial intelligence which helps a user to gather real time information based upon the environment.
This means that one can have a clear information of what is happening around him/her.
Real time example is Google Maps..
Detailed information about Google Maps is provided in the link: htttps://www.prequelcoding.in/google-maps/
Benefits of Machine Learning:
1. A user can have a glance at the real-time data using machine learning.
2. Automating is done by machine learning which cuts down the work of a human labor to write code every time it gets updated by itself depending upon the environment.
Data Mining:
Data mining helps the user to come across anomalies, patterns in a huge data which in turn provides the user with a profited output.
Example: Mobile Service providers, Artificial Intelligence, etc.
There are two types of analysis:
- Predictive data mining analysis
- Descriptive data mining analysis
Predictive data mining:
This type of data mining helps the users to predict what may happen later in the future if this method is applied.
Example: Health: Using predictive data mining we can make a proper analysis of how our health condition is.
Descriptive data mining
This type of data mining converts the given data into a relevant information.
Example: If a person pays his/her bills on every 2nd of the month then on an average the analysis is made and stores it in the system.
Then it reminds us every 2nd of the month on the basis of its analysis to pay the bill.
Benefits of Data Mining:
1. It helps us to gather relevant information.
2. It helps to avoid unwanted data and only list us out the wanted data.
3. It prevent us from debt risk and spammers.
Big Data:
Big data is a field that analyses systematic extract information from huge data by traditional data processing application software.
Example: stock exchanges, jet engines, etc.
Benefits of Data Mining:
1. We can cut down the time of searching for an information using big data.
2. We can make our work more efficient using big data.
3. We can grow our business and have a competition with other companies..
