Predictive Analytics in Real Estate

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  7. H. Sherwood. “How Airbnb took over the world.” The Guardian, 2019
  8. Pi Labs. “PropTech and the Future of Work.” University of Oxford, 2020
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  15. HouseCanary. “The Essential Guide to Machine Learning.” HouseCanary, 2019
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  20. SpaceQuant. “Amid COVID, Lenders Turn to SpaceQuant AI Tech to Get Real-Time Data on Commercial Real Estate Performance.” SpaceQuant, 2020
  21. Zillow. “Zillow Provides Near-Real-Time Home-Value Estimates Using Amazon Kinesis.” Amazon Web Services, 2021
  22. Guru99. “Supervised vs Unsupervised Learning: Key Differences.” Guru99, 2021
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  28. Wharton School of the University of Pennsylvania. “Why Economists Failed to Predict the Financial Crisis.” Wharton School of the University of Pennsylvania, 2009
  29. B. Melman. “Difficulties of Valuing Real Estate in Times of Crisis.” Reech Corporations Group, 2021
  30. V. Gopinath and R. Radhakrishnan. “Using location analytics for optimal site selection.” LatentView, 2018
  31. A. Eira. “Number of Starbucks Worldwide 2021/2022: Facts, Statistics, and Trends.” FinancesOnline, 2021
  32. B. Marr. “Starbucks: Using Big Data, Analytics And Artificial Intelligence To Boost Performance.” Forbes, 2018
  33. Wall Street Journal. “Why Did Starbucks Cross the Road?” Wall Street Journal, 2007
  34. M. De Nadai and B. Lepri. “The economic value of neighborhoods: Predicting real estate prices from the urban environment.” ArXiv, 2018
  35. M. De Nadai. “Real Estate Neighborhood Prediction.” GitHub, 2021
  36. A. Baldominos et al. “Identifying Real Estate Opportunities Using Machine Learning.” Applied Sciences, 2018