https://www.schmidtsciences.org/
https://datascience.uchicago.edu/events/ai-science-summer-school-2025/
ICLR ICML NeurIPS all have turotials and workshops for AI in science or AI + science.
ChatGPT answer:
If your kid is interested in an AI career, here’s a clear roadmap of college majors and classes that will prepare them well, based on current industry and research trends.
Ideal College Majors
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Computer Science (CS) – Most direct path.
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Mathematics / Applied Math – Excellent foundation for theoretical AI.
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Electrical Engineering / Computer Engineering – Especially for robotics, hardware, or embedded AI.
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Data Science / Statistics – Useful for machine learning and data-driven AI.
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Cognitive Science / Neuroscience – Good if they’re curious about AGI or human-inspired AI.
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Physics – Strong for those interested in research or algorithm design, especially theoretical AI.
Core Classes to Take
AI & ML Core
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Intro to Artificial Intelligence
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Machine Learning
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Deep Learning
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Natural Language Processing (NLP)
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Computer Vision
Programming & Software
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Intro to Programming (Python preferred)
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Data Structures & Algorithms
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Software Engineering
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Databases
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Operating Systems (optional but helpful)
Math Foundations
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Linear Algebra (crucial for neural networks)
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Probability and Statistics
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Calculus (I–III)
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Discrete Mathematics
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Optimization Theory (great for model training)
Theory
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Theory of Computation
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Information Theory
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Numerical Methods
Data & Systems
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Data Science
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Big Data Systems
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Cloud Computing (for ML deployment)
Bonus for Research-Oriented Students
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Research Seminars or Independent Study
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Capstone Project or Thesis in AI
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Mathematical Logic or Functional Analysis (for those deeply interested in theory)
Real-World Prep
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AI/ML internships (summer)
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Open source AI projects (GitHub)
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Hackathons and competitions (e.g., Kaggle)
Let me know your kid’s current level or strengths (e.g., math vs coding), and I can tailor the course list better.
