Graph analytics provides a valuable tool for modeling complex relationships and analyzing information. In this course, designed for technical professionals who work with large quantities of data, you will enhance your ability to extract useful insights from large and structured data sets to inform business decisions, accelerate scientific discoveries, increase business revenue, improve quality of service, detect fraudulent behavior, and/or defend against security threats.
Yossi Sheffi
Professor Yossi Sheffi is Director of the MIT Center for Transportation and Logistics (CTL), and Director and Founder of the Master of Engineering in Logistics Program. He is an expert in systems optimization, risk analysis and supply chain management. Dr. Sheffi has been recognized in numerous ways in academic and industry forums, including the 1997 Distinguished Service Award given by the Council of Supply Chain Management Professionals. He is also a life fellow of Cambridge University’s Clare Hall College.
Sandra Galletti
Sandra Galletti is Assistant Director of MIT's Crisis Management & Business Resiliency and Advanced Business Resiliency programs. She is a multi-lingual executive with extensive international experience in business operations, business resiliency, and crisis management, particularly within banking and financial institutions.
Mark Roberts
Mark G. Roberts, CFA, AIA currently serves as the Executive Director of the Real Estate Center at the UT McCombs School of Business and has over 30 years of commercial real estate experience. Prior to this, he served as a Managing Director at DWS and held several senior leadership positions including Head of Research & Strategy, Alternatives and Real Assets, Head of U.S. Multi-asset & Solutions and Co-Head of Research for DWS. He led the research teams that support the firm’s global real estate investment process which also included developing the firm’s ESG strategy. He also led the portfolio management team responsible for over $2 billion in multi-asset strategies. From 1995 until joining DWS in June 2011, he served as Global Head of Research of Invesco Real Estate. From 2003 to June 2011, Mr. Roberts was Chairman of the firm’s investment strategy group and also served as a member of various Executive and Investment Committees. Prior to joining Invesco Real Estate in 1995, Mr. Roberts previously served as an architect and also Director of Construction/Development for Club Corp International Inc., a global hospitality company. He has also served as the Chairman of the Board of NCREIF and was the former President of RERI, and a member of the NCREIF Fund - Index Subcommittee which developed the NFI - ODCE Index. He currently serves on the Leadership Committee of the Global Real Estate Fund Index (a consortium which includes NCREIF, Inrev- Europe and Anrev - APAC) and also serves on the PREA Research Committee. Mr. Roberts holds an M.S. in Real Estate Development from the Massachusetts Institute of Technology, a B.A. in Architecture from the University of Illinois at Urbana. He is a Fellow of both the Real Estate Research Institute and the Homer Hoyt Institute.
John Tsitsiklis
John N. Tsitsiklis is a Clarence J Lebel Professor, with the Department of Electrical Engineering and Computer Science (EECS) at MIT and the Laboratory for Information and Decision Systems (LIDS).
Munther Dahleh is director of the Institute for Data, Systems, and Society. He was previously the associate department head of EECS. He is also a member of MIT’s Laboratory for Information and Decision Systems (LIDS).
Discover Applied AI and Data Science Program: a comprehensive curriculum designed for professionals seeking to excel in data analysis, agentic AI, visualization, and machine learning. Gain hands-on experience & earn a prestigious certificate of completion by MIT Professional Education.
An active area of research, reinforcement learning has already achieved impressive results in solving complex games and a variety of real-world problems. However, organizations that attempt to leverage these strategies often encounter practical industry constraints. In this dynamic course, you will explore the cutting-edge of RL research, and enhance your ability to identify the correct approach for applying advanced frameworks to pressing industry challenges.
Artificial intelligence (AI) is a powerful tool—but without the right system-wide architecture in place to support your initiatives, your organization is leaving value on the table. Featuring interactive exercises, industry speakers, and a hands-on group project, this dynamic five-day course is designed to equip you with the skills and strategies you need to deploy an AI systems engineering approach that maximizes the value of your digital products and services.
Robert T-I. Shin
Dr. Robert T-I. Shin is a Principal Staff member in the Intelligence, Surveillance, and Reconnaissance (ISR) and Tactical Systems Division at MIT Lincoln Laboratory. He is also the Director of the MIT Lincoln Laboratory Beaver Works Center and a member of the MIT School of Engineering Extended Engineering Council. Prior to becoming Principal Staff, he served as the Head of the ISR and Tactical Systems Division, where he oversaw research and prototype development of systems for ISR, tactical applications, and counterinsurgency and counterterrorism, and he oversees programs assessing U.S. air vehicle survivability.