Supplemental Materials

• [new!] Presentation Slides from Alfred Spector’s October 2024 European talks: Applying Data Science and AI Effectively
  
• [new!] Article: Data Science and AI in Context: Summary and Insights, Alfred Z. Spector, Harvard Data Science Review, 6(3), July 2024. https://doi.org/10.1162/99608f92.cdebd845.
  
• Class Materials: Beyond Models: Applying Data Science/AI Effectively (MIT 6.S963 – Spring 2023 and Spring 2024 [new!]) Alfred Spector taught a 15-person seminar, based closely on Data Science in Context: Foundations, Challenges, Opportunities. The materials include lectures and select final student papers.
  
• Presentation: Applying Data Science and AI Effectively, Alfred Z. Spector, Slides from Lecture at University of Washington, March 2024.
  
• Article: Gaining Benefit from Artificial Intelligence and Data Science: A Three-Part Framework, Communications of the ACM, Volume 67, No 2, February 2024, pp. 35-38.  (See https://dl.acm.org/doi/10.1145/3624726).

• Article: Data Science, More Than Just Algorithms, A discussion with Alfred Spector, Peter Norvig, Chris Wiggins, Jeannette Wing, Ben Fried, and Michael Tingley, ACM Queue Magazine, Volume 21, No. 1, January/February, 2023, pp 102-129. Free download from ACM Digital Library. doi: 10.1145/3587481.
  Also published in Communications of the ACM, Volume 66, No. 8, pp. 53-61.