The case study presents an opportunity for students to learn the data science tasks and principles.RealDirect is a next$-$generation real estate technology company and brokerage that uses thepower of the web to help people buy and sell real estate better. Founded in $2010$ by DougPerlson, a real estate lawyer and online technology industry veteran, RealDirect features servicesfor both sellers and buyers of New York City real estate. RealDirect for Sellers is the first web$-$based, data$-$driven marketing platform for homeowners to maximize their net proceeds in the saleof their home. Whether buyers want to work with an agent or on their own, RealDirect forBuyers helps clients accurately assess their living needs and recommends the right propertiesbased on this analysis. RealDirect is located in the Flatiron neighborhood of Manhattan.Suppose that you are employed as a data scientist consultant for RealDirect company. Describehow data science tasks or techniques can help the company by giving specific examples of howtechniques, such as clustering, classification, association rule mining, and anomaly detection canbe applied.There should be headings to organize the paper content. Ensure there are at least two$-$peerreviewed sources to support your work. The paper should be APA format and at least two pages ofcontent $($this does not include the cover page or reference page