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DSA 502 CRN 3542 Spring 2026

T-Th 4:30 PM - 5:45 PM SAMC 393


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FINAL - Monday 5/11 3:30-5:30PM


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References

YouTube videos

' -Learn AI-'

  1. MIT Free AI courses

AI framework|What is AI?|AI Structure

  1. AI periodic table by IBM Technology
  2. How I use LLMs -- by Andreij Karpathy
  3. Software in the Era of AI -- by Adreij Karpathy
  4. Let's build GPT: from scratch, in code, spelled out -- by Andreij Karpathy
  5. RAG explained for beginners -- Kodecloud.
  6. What is a Vector Database? Powering Semantic Search & AI Applications -- by Martin Keen IBM Technology
  7. What are Word Embeddings?
  8. Nano Banana image tool from Google
  9. Fei Fei Li -- The Future of AI is Here
  10. Marina Weyss AI Engineering in 14 min video and topics
  11. Marina Weyss AI Engineering in 76 min
  12. Chapter 1 from AI E book by C Huyen
  13. AI Engineering check list

AI coding

  1. |Vibe coding contracts
  2. karpathy/microgpt.py
  3. Unslot -- help running LLM models locally
  4. MCP vs API -- by Martin Keen
  5. Building AI agents in pure python -- by Dave Ebbelaar
  6. Fine-tune LLM with ollama -- by Tech with Tim
  7. Teach LLM Something New 💡 LoRA Fine Tuning on Custom Data -- by python simplified Mariya Sha

AI news and surveys

  1. Searchlight AI survey
  2. AI talent war/AI bubble - BBC
  3. AI talent war/AI bubble - NYT
  4. AI talent war/AI bubble - PBS

Selections by different authors

  1. AI & Jobs at risks -- Tufts Graduate School of Global Affairs
  2. Dr. Andrea Guiati's "The best AI tools by category"
  3. AG+ Continuously growing list of AI tools
  4. Dr. Aimable Twagilimana's "News of AI in education"

Reports, Papers and Articles

AI in the economy and labor market

  1. What will humand in the loop do by Forrester
  2. MIT's State of AI in Business 2025
  3. The A.I.-Profits Drought and the Lessons of History by Cassidy
  4. Project ICEBERG -- Can AI do your job?
  5. Pascual Restrepos' paper "We Won't be Missed" summary
  6. Forrester's report: Ground Your Workforce AI Strategy In Human Experience

AI on learning, emotions and cognition

  1. MIT paper "Your Brain on chatGPT"
  2. https://www.nytimes.com/2025/08/08/technology/ai-chatbots-delusions-chatgpt.html
  3. This isn’t About Cheating, but a Loss of Dominance
  4. Peter Attia and Joe Liemandt on AI and education

Research and achievements with the help of AI

  1. AI wins medal in International Mathematics Olympiad
  2. AI 'outperforms' doctors diagnosing breast cancer

Academia and Learning

  1. Claude/Anthropic Academy
  2. Colleges Turn to AI to Ease Staff Demands
  3. Dunning-Krugger effect -- over and under estimation of own skills
  4. SUNY AI Strategic Plan
  5. Learning How to Learn article September 12, 2025
  6. Academics must be open to changing their minds on acceptable AI use
  7. AI Assessment Scale (AIAS)
  8. Empower Your Faculty with AI Literacy (Free Alchemy course)
  9. Digital Education Council AI Literacy Framework
  10. How (not) to use the AI Assessment Scale
  11. Podcast: A Different Way to Think About AI and Assessment
  12. Digital Education Council
  13. https://learnyourway.withgoogle.com/
  14. https://labs.google/
  15. Tech Crunch: Microsoft adds Anthropic’s AI to Copilot
  16. The doer effect
  17. Silicon Valley Doesn't Understand The Bitter Lesson – Richard Sutton
  18. Have we learned AI's bitter lesson by Welch Labs

AI Engineering

  1. Anthropic white paper in Building Effective Agents
  2. Reframing Hallucinations
  3. RAG vs Finetuning by salesforce
  4. RAG vs Finetuning by Perplexity
  5. AI Engineering book

Online resources

apps, models, repositories

  1. AI apps
  2. Gen-AI architecture
  3. Ollama Explained
  4. A small sample of leaderboards
Page last modified on April 23, 2026, at 09:10 am

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