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Philips' Connected Baby Bottle
Lal, Rajiv; Datar, Srikant M.; Bowler, Caitlin N.Case HBS-519020-EMarketingStarting at €8.20
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The Multichannel Challenge at Natura in Beauty and Personal Care (B): Building a Successful Digital and Omnichannel Transformation
Farris, Paul W.; Guissoni, Leandro; Lourenço, Carlos Eduardo; Boccia, MurilloCase DARDEN-M-1022-EMarketingBetween 2013 and 2019, Natura undertook a set of initiatives to begin its digital transformation and accelerate the global expansion that resulted in it becoming the world's fourth-largest beauty group. Along with its traditional door-to-door operation, NStarting at €5.74
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LendingClub (C): Gradient Boosting & Payoff Matrix
Datar, Srikant M.; Bowler, Caitlin N.Case HBS-119022-EMarketingThis case builds directly on the cases LendingClub (A) and (B). In this case students follow Emily Figel as she builds an even more sophisticated model using the gradient boosted tree method to predict, with some probability, whether a borrower would repay or default on his loan. Having now built three models, Figel compares them to determine which model is most effective at classifying borrowers correctly then uses that model to determine how t...Starting at €5.74
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The Multichannel Challenge at Natura in Beauty and Personal Care (A), (B), and (C) - Teaching note
Farris, Paul W.; Guissoni, Leandro; Boccia, Murillo; Ailawadi, KusumTeaching Note DARDEN-M-0943TNMarketingTeaching note for products M-0943, M-1022 and M-1023Starting at €0.00
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The Multichannel Challenge at Natura in Beauty and Personal Care (A)
Farris, Paul W.; Guissoni, Leandro; Ailawadi, Kusum; Boccia, MurilloCase DARDEN-M-0943MarketingFaced with declining market share and sales between 2014 and 2016, Natura, at the time Brazil’s second-largest brand in the cosmetics, fragrances, and toiletries market, was expanding its customer reach by moving from a direct-sales company to a multichanStarting at €8.20
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LendingClub (A): Data Analytic Thinking (Abridged)
Datar, Srikant M.; Bowler, Caitlin N.Case 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...Starting at €8.20
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LendingClub (B): Decision Trees & Random Forests
Datar, Srikant M.; Bowler, Caitlin N.Case 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,...Starting at €5.74
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The Multichannel Challenge at Natura in Beauty and Personal Care
Farris, Paul W.; Guissoni, Leandro; Ailawadi, Kusum; Boccia, MurilloCase DARDEN-M-0943-EMarketingFaced with declining market share and sales, Natura, Brazil’s second-largest brand in the cosmetics, fragrances, and toiletries market, expanded its customer reach by moving from a direct-sales company to a multichannel company. In 2014, Natura added online catalogs, physical stores, and drugstores to its well-established direct-selling model, but the results were disappointing. Between 2014 and 2016, three different Natura CEOs attempted to lead...Starting at €8.20
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The Multichannel Challenge at Natura in Beauty and Personal Care (A), (B), and (C) - Teaching note
Farris, Paul W.; Guissoni, Leandro; Boccia, Murillo; Ailawadi, KusumTeaching Note DARDEN-M-0943TN-EMarketingTeaching note for product M-0943Starting at €0.00