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Royal Philips: Designing Toward Profound Change
Datar, Srikant M.; Lal, Rajiv; Bowler, Caitlin N.Caso HBS-118017-EContabilidad y controlDesde 8,20 €
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LendingClub (B): Decision Trees & Random Forests
Datar, Srikant M.; Bowler, Caitlin N.Caso HBS-119021-EMarketingThis case builds directly on the case LendingClub (A). In this case students follow Emily Figel as she builds two tree-based models using historical LendingClub data to predict, with some probability, whether borrower will repay or default on his loan. Technical topics include: (1) Decision trees as a modelling technique, overfitting and induction bias, model validation; (2) Random forest as an ensemble-style modelling technique, bootstrapping,...Desde 5,74 €
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LendingClub (A): Data Analytic Thinking (Abridged)
Datar, Srikant M.; Bowler, Caitlin N.Caso HBS-119020-EMarketingLendingClub was founded in 2006 as an alternative, peer-to-eer lending model to connect individual borrowers to individual investor-lenders through an online platform. Since 2014 the company has worked with institutional investors at scale. While the company assigns grades and sub-grades to each application using its own risk evaluation model, it also makes detailed data on each loan applications available to both kinds of investors for their own...Desde 8,20 €
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PepsiCo's Brand-New Bag: Healthy Snacks for Emerging Markets--a Recipe for Reverse Innovation
Govindarajan, Vijay; Trimble, ChrisCapítulo de Libro HBS-9205BC-EChapter 11 of "Reverse Innovation: Create Far from Home, Win Everywhere" explains how PepsiCo has overcome stalled emerging-market growth with new products for local markets--and how those local products are having an impact around the world. The chapter details the principles, incentives, and mechanisms that allow PepsiCo to orchestrate local product development efforts, marshal strong support from the global resources of the organization, and e...Desde 8,20 €