Recent content by nathanurban

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    AI APIs explained: a practical look at evaluation

    A useful way to understand AI APIs is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is evaluation. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what actually...
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    Beginner tutorial: using getting started for Reinforcement Learning

    On Beginner tutorial: using getting started for Reinforcement Learning, the part about step and getting stands out to me. I would test one small workflow first, keep the variables consistent, and compare the result before changing several things at once. That way you can improve the workflow...
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    A practical overview of Industrial Robots for creative uses

    For Industrial Robots, it helps to think in terms of inputs, constraints, verification, and iteration. One important area is creative uses. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what actually improved the...