Data Science is the deep study of a large quantity of data, which involves extracting some meaningful from the raw, structured and unstructured data. The extracting out meaningful data from large amount use processing of data and this processing can be done using statistical techniques and algorithm, scientific techniques, different technologies, etc. It uses various tools and techniques to extract meaningful data from raw data. Data Science is also known as the future of Artificial Intelligence.
For Example: Gina loves books to read but every time when she wants to buy some books she was always confused that which book she should buy as there are plenty of choices in front of her. This Data Science technique will useful when she opens Amazon she will get product recommendations on the basis of his previous data. When she chooses one of them she also gets a recommendations to buy these books with this one as this set is mostly bought. So all recommendations of Products and Showing set of books purchased collectively is one of the examples of Data Science.
1. In Search Engines :
The most useful applications of Data Science is Search Engines. As we know when we want to search for something on the internet, we mostly used search engines like Google, Microsoft Edge, etc. So Data Science is used to get searches faster.
For Example: When we search something suppose "Data Structure and Algorithms Courses" then at that time on the Internet Explorer we get the first link of GeekforGeeks courses. This happens because the GeekforGeeks website is visited most in order to get information regarding DSA courses and Computer Science related subjects. So this analysis is done using Data Science, and we get the topmost visited website links.
2. In Transport :
Data Science also entered into the transport field like Driverless Cars, with the help of Driverless Cars, it is easy to reduce the number of accidents.
For Example : In driverless cars the training data is fed into the algorithm and with the help of Data Science techniques, the data is analyzed like what is speed limit in Highway, Busy Streets, Narrow Roads, etc. and how to handle different situations while driving etc.
3. In E-Commerce :
E-Commerce Websites like Amazon, Flipkart etc. uses Data Science to make better user experience with personalized recommendations.
For Example : When we search for something in E-Commerce websites we get suggestions similar to choices according to our past data and also we get recommendations according to most buy the product, most rated, most searched, etc. This is all done with the help of Data Science.
4. In Health Care :
In the healthcare industry data science act as a boon. Data Science is used for:
- Detecting Tumor
- Virtual Medical Bots
- Medical Image Analysis
- Genetics & Genomics
- Predictive Modeling for Diagnosis
- Drug Discoveries
5. Image Recognition :
Currently, Data Science is also used in Image Recognition.
For Example, When we upload our image with our friend on Instagram, it gives suggestions tagging who is in the picture. This is done with the help of machine learning and data science.
6. Airline Routing Planning :
With the help of data science, airline sector is also growing with the help of it, it becomes easy to predict flight delays. It also helps to decide whether to directly land into the destination or take a half in between like a flight can have a direct route from Delhi to USA or it can halt in between after that reach at the destination.
7. In Gaming :
In most of the games where a user will play with an opponent i.e. a Computer Opponent, data science concepts are used with machine learning where with the help of past data the Computer will improve its performance. There are many games like Chess, EA Sports, etc. will use Data Science concepts.
8. Medicine and Drug Development :
The process of creating medicine is very difficult and time-consuming and has to be done with full disciplined because it is a matter of Someone's life. Without Data Science, it takes lots of time, resources, and finance or developing new Medicine or drug but with the help of Data Science, it becomes easy because the prediction of success rate can be easily determined based on biological data or factors. The algorithms based on data science will forecast how this will react to the human body without lab experiments.
9. In Delivery Logistics :
Various Logistics companies like DHL, FedEx, etc. make use of Data Science. Data Science helps these companies to find the best route for the Shipment of their Products, the best time suited for delivery, the best mode of transport to reach the destination, etc.
10. In Finance :
Data Science plays a key role in Financial Industries. Financial Industries always have an issue of fraud and risk of losses. Thus, Financial Industries needs to automate risk of loss analysis in order to carry out strategic decisions for the company. Also, Financial Industries uses Data Science Analytics tools in order to predict the future. It allows the companies to predict customer lifetime value and their stock market moves.
For Example, In Stock Market, Data Science is the main part. In the Stock Market, Data Science is used to examine past behavior with past data and their goal is to examine the future outcome. Data is analyzed in such a way that it makes it possible to predict future stock prices over a set timetable.
Top comments (2)
Good read :)
Thank You 🙂