Tuesday, August 28, 2018

Applications / Uses of Data Science

Using data science, companies have become intelligent enough to push & sell products as per customer’s purchasing power & interest. Here’s how they are ruling our hearts and minds:

Internet search
When we talk about the search, we think 'Google'. But there are many other machines like Yahoo, Bing, Askar, AOL, Duckduckgo, etc. All these search techniques (including Google) use algorithms-science data to provide the best results for our second question. With regard to the fact that Google is processing more than 20 data every day. Without any scientific data, Google would not have been 'Google' we know today.

Digital Ads (advertisements and re-advertisement)
If you think searching would be the most important of science and computer science, there is a barrier: all kinds of marketing. From the start of the various digital pages of the digital platforms, all are determined by using algorithms for data science.
This is why digital advertisements can get CTR to exceed the normal ads. They can be training in accordance with previous user behaviour. This is why I see the review analyzes, while my friend finds the costume in the same place at the same time.

Proposals
Who can forget the ideas about similar products on Amazon? Not only will they help you find important items from the products that are available, but also add a lot of user experience.Many companies have used this system to actively promote their products/recommendations according to user interests and data connections. Internet companies such as Amazon, Twitter, Google Play, Netflix, Linkedin, imdb and many others use this system to improve the user experience. Tips are based on previous user search results.

Picture identification
Draw a photo with friends on Facebook and start getting tips to go with your friends. This automated toolkit uses the algorithm identification phase. Also, when using the WhatsApp webpage, you process your market using mobile phones. In addition, Google will give you the option to search for pictures by posting them. Uses picture ID and provides search results related to it. To find out more about picture identification, look at a few minutes (1:31):

Speech Recognition
Some of the best examples of speech recognition are Google Voice, Siri, Cortana, etc. Using voice recognition functions, even if you are unable to write a message, your life will not stop. Simply tell the message and it will be the text. However, sometimes, you will know, voice recognition is not working correctly. Just laugh, watch this comfort video (1:30 PM) and discuss between Cortana and Satya Nadela (CEO, Microsoft)

Gambling Opportunity
EA Sports, Zynga, Sony, Nintendo and Activision-Blizzard have taken up the experience of the next stage using the data science. The current games are intended for the use of a machine-learning algorithm which improves/renews when a player is advanced. In the sport as well, the opposite (computer) analyzes the old movements and thus creates the game.

Website price
At the baseline level, this site is hosting much information obtained through the use of APIs and RSS. If you ever used these sites, you would know that you are satisfied with the price of goods from different providers. PriceGrabber, PriceRunner, Junglee, Shopzilla, DealTime is some of the price examples of the website. Today, the cost of the price is available at all sites, such as technology, hosting, motorcycles, tracking goods, clothing, etc.

Planning of airways
It is known that the global shipping industry is facing huge losses. Apart from service providers in the aircraft companies, companies are struggling to maintain their stability and operational benefits. With the increase in the price of air in the air and the need to provide a great deal of value for the customers, the situation has deteriorated. It's not long enough when airline companies have started using the science to identify key areas of improvement.

Prepare the flight delay
Determine the type of aircraft you buy
If landing directly on the landing or stopping intermediate (for example, a plane may have a direct route from New Delhi to New York, you can also choose to stop at any country.).

Effective customer service programs
In Southwest Airlines, Alaska Airlines is one of the best companies that has acquired data resources to achieve a change in the way they operate.

Fraud and Risk Danger
One of the first scientific data requests is the economic discipline. Companies have been incurring bad loans and losses every year. However, they had a large amount of data that was used to collect during the work beginning of the debt was banned. They decided to include the science of science to save the losses. For years, the banks have learned to divide and open data on its customer profile, with the latest posts and other important variables to analyze the probability and risk of default. In addition, it also helped to increase their product range based on consumer purchasing power.

Delivery logistics
Who said science has limited applications? Sample Companies such as DHL, FedEx, UPS, Kuhne + Nagel use data science to improve their performance. Using science, firms, who have found the best shipping routes, the best time to implement the best way to choose from traffic, resulting in the benefits, and many to be noted. In addition, the data of these companies to generate the use of GPS-enabled features provide many opportunities to use the use of data science.

Miscellaneous
In addition to the mentioned applications, the science is also used for marketing, finance, human resources, healthcare, government policy and all possible industries where data is available. Using the data science, marketing companies' companies are determined by the best way to propagate and sell products, based on customer behaviour information. Moreover, science can easily respond to the customer's pocket share predictability, can change, we have to launch customers for higher productivity and more. Financial (credit risk, fraud), human resources (likely to compromise staff, employee performance, employee benefit) and many other activities can easily access the science of these systems.

Coming Up In Future
Though not much has revealed about them except the prototypes, and neither have I known when they would be available for a common man’s disposal. Hence, I’ve kept this amazing application of data science in the ‘Coming Up’ section. We need to wait and watch how far Google can become successful in their self-driving cars project. Robots, as we know, have lived for a while but aren’t being used as a commodity yet due to associated security issues.

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