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  • Web

Curriculum - MBA

School Fall and Spring of Year 1 is spent at HBS completing the MBA Required Curriculum (RC). January Data Analytics for Life Sciences Joint Course This course will introduce basic concepts in biostatistics, survival analysis, machine... View Details
  • 2023
  • Article

Post Hoc Explanations of Language Models Can Improve Language Models

By: Satyapriya Krishna, Jiaqi Ma, Dylan Slack, Asma Ghandeharioun, Sameer Singh and Himabindu Lakkaraju
Large Language Models (LLMs) have demonstrated remarkable capabilities in performing complex tasks. Moreover, recent research has shown that incorporating human-annotated rationales (e.g., Chain-of-Thought prompting) during in-context learning can significantly enhance... View Details
Keywords: AI and Machine Learning; Performance Effectiveness
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    Michael Lingzhi Li

    Keywords: health care; insurance industry
    • January 2018 (Revised March 2019)
    • Case

    Autonomous Vehicles: The Rubber Hits the Road...but When?

    By: William Kerr, Allison Ciechanover, Jeff Huizinga and James Palano
    The rise of autonomous vehicles has enormous implications for business and society. Despite the many headlines and significant investment in the technology by early 2019, it was still unclear when truly autonomous vehicles would be a commercial reality. Students will... View Details
    Keywords: Technology Management; Artificial Intelligence; General Management; Robotics; Technological Innovation; Transportation; Disruption; Information Technology; Decision Making; AI and Machine Learning; Auto Industry; Technology Industry
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    • Teaching Interest

    Data Science for Managers

    • Served as a teaching fellow; assisted MBA students with classroom coding exercises. 
    • Developed course materials, including new case studies, technical notes, and code notebooks students used to analzye case data. 
    • Developed interactive web... View Details
    • February 2022 (Revised September 2022)
    • Case

    InstaDeep: AI Innovation Born in Africa (A)

    By: Shikhar Ghosh and Esel Çekin
    Karim Beguir and Zohra Slim were the co-founders of InstaDeep, a deep tech startup focusing on artificial intelligence (AI) solutions. Instadeep was one of the few companies globally that were partnering with DeepMind, an AI subsidiary of Google [Alphabet Inc.].... View Details
    Keywords: AI; Artificial Intelligence; Entrepreneurship; Operations; Business Subsidiaries; Brands and Branding; Innovation and Invention; Growth and Development Strategy; AI and Machine Learning; Technology Industry; Africa
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    • Web

    Seminars & Conferences - Faculty & Research

    and Privacy: Personal Data in the Age of Machine Learning Time: 12:00 PM – 1:30 PM Location: Baker Library | Bloomberg Center 102 Organizers: Digital Data Design Institute at Harvard & Institute for Business... View Details
    • 22 May 2020
    • Blog Post

    Reflections on Service - Armed Forces Alumni Association Student Profiles

    Each of these portraits tells a unique story of military service. The HBS students featured represent a small portion of the many veterans who live and learn in our community. They are sons and daughters, brothers and sisters, spouses and... View Details
    • 26 Apr 2023
    • In Practice

    Is AI Coming for Your Job?

    will be displaced in large numbers. Those job losses will be partially offset by job gains for machine learning specialists and emerging jobs like prompt engineers. But, once companies View Details
    Keywords: by Kristen Senz; Technology

      Antonio Moreno

      Antonio (Toni) Moreno is the Sicupira Family Associate Professor in the Technology and Operations Management Unit. He teaches courses related to technology and operations management in the MBA, executive, and doctoral programs. Before joining HBS, he was an... View Details

      Keywords: retailing; internet; e-commerce industry

        Julian De Freitas

        Julian De Freitas is an Assistant Professor of Business Administration in the Marketing Unit, and Director of the Ethical Intelligence Lab, at Harvard Business School. He earned his PhD in psychology from Harvard, masters from Oxford, and BA from Yale. He teaches... View Details

        Keywords: advertising; automotive; consumer products; e-commerce industry; insurance industry; marketing industry; nonprofit industry; software; transportation; video games
        • Web

        Curriculum - MBA

        for Big Data Data Science CS 222 Computational Learning Theory CS 281 Advanced Machine Learning CS 234 Topics on Computation in Networks and Crowds Big Data CS 222 Algorithms... View Details
        • 09 May 2012
        • Research & Ideas

        Clayton Christensen’s “How Will You Measure Your Life?”

        watch the DVDs that they had ordered. As long as the DVDs sat unwatched at customers' homes, Netflix did not have to pay return postage-or send out the next batch of movies that the customer had already paid the monthly fee to get. “As Blockbuster View Details
        • Web

        Program Requirements - Doctoral

        Methods II (Economics 2115) Advanced Applied Econometrics (Economics 2144) Industrial Organization (Economics 2610) Statistical Methods for Evaluating Causal Effects (Econ 1127) Advanced Quantitative Methods II (KSG API 210i) Machine... View Details

          Tatiana Sandino

          Tatiana Sandino is the Arthur Lowes Dickinson Professor of Business Administration in the Accounting and Management Unit, most recently teaching and undertaking the role of course head for the required first-year MBA course Financial Reporting and Control. She has... View Details

          Keywords: retailing; service industry
          • 08 Apr 2014
          • First Look

          First Look: April 8

          By: Hałaburda, Hanna, and Felix Oberholzer-Gee Abstract—The value of many products and services rises or falls with the number of customers using them; the fewer fax machines in use, the less important it is to have one. These network... View Details
          Keywords: Sean Silverthorne
          • 09 Jan 2024
          • In Practice

          Harnessing AI: What Businesses Need to Know in ChatGPT’s Second Year

          step into 2024, this could be the year a new paradigm for collaborative innovation emerges between human and machine intelligence. Crowdsourcing—a technique using diverse ideas from the masses—is one such area poised for change, research... View Details
          Keywords: by Rachel Layne; Information Technology
          • Web

          Marketing - Faculty & Research

          results illustrate the benefits and risks to both consumers and firms associated with the growing prevalence of AI companions. Keywords: AI and Machine Learning ; Welfare ; Loss ; Well-being ; Identity ;... View Details
          • Web

          Creating Emerging Markets

          Knowledge What Machine Learning Teaches Us about CEO Leadership Style Featured Videos Creating Emerging Markets Doing Good By Doing Business - Creating Emerging Markets Overcoming institutional voids to... View Details
          • 17 Jun 2014
          • First Look

          First Look: June 17

          out an Industrial Internet, connecting machines and devices, collecting their data and operations, and providing services to clients based on analytics of this data and information. The case considers the implications of such an... View Details
          Keywords: Sean Silverthorne