Learning a ton from following you, Paige. Would appreciate any links, tips, follows, etc to interesting work with machine learning in power markets. Staring down way too much data and trying to model firm behaviour. Mostly using #rstats, but open to Python too. Tks!
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Yes! Think there was a tweet from you a bit earlier? Asking about the ERCOT study I did a couple years ago?
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I've got ~10 years of hourly merits, gen, emissions, wind, trade, intertie flows, and all sorts of other bits and pieces and am mildly overwhelmed with what on earth to do with all of it now that I have it.pic.twitter.com/H6UC4HlL8E
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I also have all the metered volumes on the retail/consumer side (large firms, load serving entities, etc), but I have largely just filtered that away because I can't begin to deal with demand side yet.
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Rad! This looks like a fun project.
The project I did predicted ERCOT spot prices in Texas regions based on a similar amount of historic data - but none of the ERCOT-hosted features were useful until I integrated *hourly* weather data (humidity, temperature, &c) by location. -
The potential returns were HUGE, though. For example, in West Texas, where population density is low and when wind speed is at its peak, you can *get paid* to consume electricity. And if you have the ability to use generators rather than grid in Houston:https://twitter.com/DynamicWebPaige/status/837929389581021184 …
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Here's the kind of behaviour I want to model - our coal plants through a price shockpic.twitter.com/rzQrm5YTte
কথা-বার্তা শেষ
নতুন কথা-বার্তা -
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Awesome! We would love to have you on
@6figuredev podcast as well!#PaigeHerDuty -
Haha, now that's an easy question to answer!
Absolutely! I'd be delighted. What date and time would work best for you? -
We typically record on Monday evenings at 6pm EST, but could easily work around your schedule. Here's what we have available for normal date/times if any of those work, https://calendly.com/6figuredev/podcast …
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Hi Paige, are you available next Monday, June 25th?
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Yep! That should work. Could you send a calendar invite to Paige dot Bailey at Microsoft? Thanks!
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নতুন কথা-বার্তা -
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...and maybe a FAQ somewhere that people can look before asking.
ধন্যবাদ। আপনার সময়রেখাকে আরো ভালো করে তুলতে টুইটার এটিকে ব্যবহার করবে। পূর্বাবস্থায়পূর্বাবস্থায়
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I’ve got a question: is there a catalog of different learning methods and their uses? I’d like to know, for instance, what I could possibly use to train a “comic name, number and year/series” identifier but don’t know where to start.
ধন্যবাদ। আপনার সময়রেখাকে আরো ভালো করে তুলতে টুইটার এটিকে ব্যবহার করবে। পূর্বাবস্থায়পূর্বাবস্থায়
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You rule Paige! I’ll make sure to take advantage of this and pass it along to my friends.
ধন্যবাদ। আপনার সময়রেখাকে আরো ভালো করে তুলতে টুইটার এটিকে ব্যবহার করবে। পূর্বাবস্থায়পূর্বাবস্থায়
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I think this is the most jealous I've ever been of a name... This is way cool!
#brilliantধন্যবাদ। আপনার সময়রেখাকে আরো ভালো করে তুলতে টুইটার এটিকে ব্যবহার করবে। পূর্বাবস্থায়পূর্বাবস্থায়
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লোড হতে বেশ কিছুক্ষণ সময় নিচ্ছে।
টুইটার তার ক্ষমতার বাইরে চলে গেছে বা কোনো সাময়িক সমস্যার সম্মুখীন হয়েছে আবার চেষ্টা করুন বা আরও তথ্যের জন্য টুইটারের স্থিতি দেখুন।
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I predict the future with computers.
Hi, Twitter family!
If you have questions about machine learning (