I had a great visit to UCLA Astronomy today. I learned a ton. I gave a messy, disorganized talk about machine learning. I learned, as I often do, that it is not a good idea to try to tweak an old talk into a new talk. The best move is to start from scratch and make new slides. It's fresher. And better! And more aligned with the new me. But I at least started some conversation (it is an engaged audience there). Giving talks is hard.
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