{"product_id":"9781788290814","title":"R: Mining spatial, text, web, and social media data","description":"\u003cp\u003e\u003cb\u003eCreate data mining algorithms\u003c\/b\u003e\u003c\/p\u003eAbout This Book\u003cul\u003e\n\u003cli\u003eDevelop a strong strategy to solve predictive modeling problems using the most popular data mining algorithms\u003c\/li\u003e\n\u003cli\u003eReal-world case studies will take you from novice to intermediate to apply data mining techniques\u003c\/li\u003e\n\u003cli\u003eDeploy cutting-edge sentiment analysis techniques to real-world social media data using R \u003c\/li\u003e\n\u003c\/ul\u003eWho This Book Is For\u003cp\u003eThis Learning Path is for R developers who are looking to making a career in data analysis or data mining. Those who come across data mining problems of different complexities from web, text, numerical, political, and social media domains will find all information in this single learning path.\u003c\/p\u003eWhat You Will Learn\u003cul\u003e\n\u003cli\u003eDiscover how to manipulate data in R\u003c\/li\u003e\n\u003cli\u003eGet to know top classification algorithms written in R\u003c\/li\u003e\n\u003cli\u003eExplore solutions written in R based on R Hadoop projects\u003c\/li\u003e\n\u003cli\u003eApply data management skills in handling large data sets\u003c\/li\u003e\n\u003cli\u003eAcquire knowledge about neural network concepts and their applications in data mining\u003c\/li\u003e\n\u003cli\u003eCreate predictive models for classification, prediction, and recommendation\u003c\/li\u003e\n\u003cli\u003eUse various libraries on R CRAN for data mining\u003c\/li\u003e\n\u003cli\u003eDiscover more about data potential, the pitfalls, and inferencial gotchas\u003c\/li\u003e\n\u003cli\u003eGain an insight into the concepts of supervised and unsupervised learning\u003c\/li\u003e\n\u003cli\u003eDelve into exploratory data analysis\u003c\/li\u003e\n\u003cli\u003eUnderstand the minute details of sentiment analysis\u003c\/li\u003e\n\u003c\/ul\u003eIn Detail\u003cp\u003eData mining is the first step to understanding data and making sense of heaps of data. Properly mined data forms the basis of all data analysis and computing performed on it. This learning path will take you from the very basics of data mining to advanced data mining techniques, and will end up with a specialized branch of data mining—social media mining.\u003c\/p\u003e\u003cp\u003eYou will learn how to manipulate data with R using code snippets and how to mine frequent patterns, association, and correlation while working with R programs. You will discover how to write code for various predication models, stream data, and time-series data. You will also be introduced to solutions written in R based on R Hadoop projects.\u003c\/p\u003e\u003cp\u003eNow that you are comfortable with data mining with R, you will move on to implementing your knowledge with the help of end-to-end data mining projects. You will learn how to apply different mining concepts to various statistical and data applications in a wide range of fields. At this stage, you will be able to complete complex data mining cases and handle any issues you might encounter during projects.\u003c\/p\u003e\u003cp\u003eAfter this, you will gain hands-on experience of generating insights from social media data. You will get detailed instructions on how to obtain, process, and analyze a variety of socially-generated data while providing a theoretical background to accurately interpret your findings. You will be shown R code and examples of data that can be used as a springboard as you get the chance to undertake your own analyses of business, social, or political data.\u003c\/p\u003e\u003cp\u003eThis Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products:\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearning Data Mining with R by Bater Makhabel\u003c\/li\u003e\n\u003cli\u003eR Data Mining Blueprints by Pradeepta Mishra\u003c\/li\u003e\n\u003cli\u003eSocial Media Mining with R by Nathan Danneman and Richard Heimann\u003c\/li\u003e\n\u003c\/ul\u003eStyle and approach\u003cp\u003eA complete package with which will take you from the basics of data mining to advanced data mining techniques, and will end up with a specialized branch of data mining—social media mining.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47167088558320,"sku":"9781788290814","price":63.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781788290814_p0.jpg?v=1763739157","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781788290814","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}