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William Horton

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Demystifying AI Agents with Python CodePyOhio 20252025-07-26
Concrete Python code builds an agent as an LLM plus memory, planning, tools and a while loop: it uses the OpenAI Python SDK, calls a web search via the serper…
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CUDA in Your Python: Effective Parallel Programming on the GPUPyColorado 20192019-09-07
Shows a concrete vector-add benchmark that yields 30× speedup by swapping NumPy for a GPU-backed drop-in, and names the actual tools: CuPy drop-in replacement…
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We Don't Code Alone: Building Learning CommunitiesRailsConf 20192019-05-01
Synthesis of social‑science theory and concrete community design tactics, not code: claims include that learning communities need free entry and fair…
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You Can Do Deep Learning!PyOhio 20182018-07-28
Demonstrates how to build a cats vs dogs image classifier end‑to‑end using Python tools: fastai on top of PyTorch, run in Kaggle kernels with a GPU enabled…
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