LOVELY PROFESSIONAL UNIVERSITYName: Nitish SharmaSubject: CAP-456Roll No: RD2110A15Section: D2110 Group AAssigned Set: ASubmitted To:Dr. Apash Roy
Big DataBig data can be defined as data sets which are toolarge and complex for traditional data processing anddata management applications. Nowadays Big Databecame popular with the advancement of mobiletechnology and the Internet of Things.People are producing lots of data with Mobile Phonesand many other sources, most of the sources usesInternet. Internet is one of the main reasons of origin ofBig Data.Big Data needed to be handled in efficient and costeffecting ways. Big Data comes from loads of resourcessome of them are likeE-Mail,Multimedia,Internet ofThings,Social Networkingand many-many more.Big data is used for gaining valuable information whichis used to process and improve revenue andadvancements of a product or an organisation.Cost optimization: Using big data, companies are ableto improve their business strategies, boost productivityby handling disasters before they occur, and focusmore on the business rather than worrying aboutoperational aspects, thus reducing overall cost.Innovative services: Using big data technologies,businesses are able to understand customerpreferences better, and form their marketing strategies
accordingly. This enables them to develop betterproducts and services in future.Various Sources of Data in BigDataSocial Media NetworksMultimedia DataFinancial DataInternet of ThingsWeather ForecastsWebsites DataSensorsCloud DataDatabasesMobiles App Data
DatabasesSensorsMobileApps DataMultimediaDataWebsitesDataInternet ofThingsSources ofBig DataSocial MediaNetworksCloud DataFinancialDataWeatherForecast
Social Media NetworksThe primary source of all the big data today is thesocial media networks. In the lasttwentyyears thesocial media industry has grown at a very large rate,which results in a wide array of data or we can call itbig data. This is very large unstructured data that isrepresented by millions of social media posts and otherdata that is generated every other second through userinteractions on the web across the world. Increase inaccess to the internet across the world has been a self-fulfilling act for the growth of data in social networks.Practical Use Case of Social MediaNetworks:Social networks offer free and fast communication withpeople usually in multiple forms such as tweets,pictures, videos andtexts. Another attractive featureis creation of groups for multicast communication withfriends, colleagues or family members. The mostpopular social media platforms are given below.Facebook:A social networking website that makes iteasy to connect and share with family and friends. Foravailing the services users have to create personalprofiles. Interactions are in the form of ‘posts’ whichmay be text, images or videos, and users can indicatetheir preferences for the content, articles,
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Term
Spring
Professor
mamoon rashid
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