Documentation: https://aka.ms/fabric/data-science End-to-end tutorials: https://aka.ms/fabric/data-science/e2e Data Wrangler: https://devblogs.microsoft.com/python/data-wrangler-release/ Contact Eren: eren.orbey@gmail.com, https://www.linkedin.com/in/orbey
Linked In connection
Software game developer who tried hw2 and changed his life.You are all invited to connect with me in LinkedIn. Is there a benefit?
Yale Final Final Exam
I was Yale Class of 1974. This year is my 50th reunion. My classmates include Harvard Professor and PBS host Henry Louis Gates Jr., Senator Sherrod Brown of Ohio, the Nobel Laureate economist Paul Klugman, and the actor Harry Hamlin. My class is conducting a survey to discuss at reunion. In fifty years or so, you may encounter the following exam:- Tell us a favorite memory of your time at Yale. What is the story belhind it?
- Which professor, course, or campus leader most influenced you at Yale? Is there a particular moment or incident you can tell us about?
- What's the dumbest thing you did at Yale? Tell us that story.
- Tell us how political issues affected your Yale experience. Do you remember a specific incident? How do you think back on that time today?"
- What role did sex and sexuality play in your life at Yale? Can you recall a specific incident that illustrates your experience? How has your thinking evolved in the years since?
- Tell us about a song, movie, book or work of art that triggers a strong memory of your college days. What was happening at the time? Is there a picture you can share?
- What was the most amazing, impactful or unexpected discovery you made at Yale (or because of Yale)?
- Tell us about a specific moment in your extracurricular life at Yale that still resonates all these years later. Can you send us a picture of something related to that activity?
- Did we build a better world?
- Value of my Yale education
- Show and tell (something I've created)
- Carpe Diem
CACM History of AI
- June 2023 Conjoined Twins: Artificial Intelligence and the Invention of Computer Science
- December 2023 There Was No 'First AI Winter'
- February 2024 How the AI Boom Went Bust
It is as if medical researchers promised eternal life, but fell short, and merely cured cancer. Is that a problem? The military had much lower expectations.
The Yale AI Project: Cognitive Modelling
The Future of Artificial Intelligence Schank and Slade, 1991.See The Yale Artificial Intelligence Project: A Brief History Stephen Slade, AI Magazine, 1987.
See Conceptual Dependency and Its Descendants Steven Lytinen, 1992.
- Conceptual Dependency (CD) (slides)
- MARGIE: parse English into CD, infer other concepts, generate
natural languge (English and German, later Chinese)
- Task Orientation
- Psychological process model
- Canonical representation of knowledge
- Translation, synonomy, paraphrase
- Inference
- Ambiguity
- Scripts, plans, goals and understanding (the book Searle read)
- Scripts: SAM, FRUMP
- Plans: PAM, TALESPIN
One day Joe Bear was hungry. He asked his friend Irving Bird where some honey was. Irving told him there was a beehive in the oak tree. Joe threatened to hit Irving if he didn’t tell him where some honey was.
One day Joe Bear was hungry. He asked his friend Irving Bird where some honey was. Irving told him there was a beehive in the oak tree. Joe walked to the oak tree. He ate the beehive.
- Learning, memory, and explantion
- Memory Organization Packets (MOPS)
- Bower, Black, and Turner
- CYRUS
- IPP
- Case-based systems (later topic)
Goal-based Decision Making: VOTE
See Amazon Talk.pdf Goal-based Decision-Making: An Interpersonal Model.See also Goal-based Decision Making. Stephen Slade. Hardcover: 304 pages. Publisher: Psychology Press (October 1, 1993). It is also available at the Yale Bookstore. Online copy through Yale library Online copy of thesis from which book was derived at Yale Library
Check out sarcastic-explanation
Re goal hierarchy: Taylor Swift Fan Admits She Considered Skipping Kidney Transplant for Eras Tour Concert
Rule-based Expert Systems
GPS: The General Problem Solver. Separated knowledge from process. Means-ends analysis. See Paradigms of Artificial Intelligence Programming, Chapter 4.Expert systems - an overview. The rules help provide an explanation.
See ExpertSystems.html MYCIN and friends.
http://www.norvig.com/paip/README.html