{"id":4,"date":"2022-01-07T07:24:46","date_gmt":"2022-01-07T07:24:46","guid":{"rendered":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/?p=4"},"modified":"2022-01-07T07:24:46","modified_gmt":"2022-01-07T07:24:46","slug":"fire-risk-prediction","status":"publish","type":"post","link":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/2022\/01\/07\/fire-risk-prediction\/","title":{"rendered":"Fire Risk Prediction"},"content":{"rendered":"\n<p>I&#8217;ve been waiting to write this post in the hopes that we would get our project assignments before the first blog post is due. I&#8217;m very happy that I got my first choice, the fire risk prediction project! There were a few others that I would have enjoyed working on, but this one immediately stood out to me. <\/p>\n\n\n\n<p>I&#8217;m a little nervous about this project, too. I&#8217;ve never done anything with machine learning or artificial intelligence, so I don&#8217;t know too much about it. The first thing that comes to mind when I think of AI is how many <a rel=\"noreferrer noopener\" href=\"https:\/\/www.aiweirdness.com\/once-again-a-neural-net-tries-to-19-06-03\/\" data-type=\"URL\" data-id=\"https:\/\/www.aiweirdness.com\/once-again-a-neural-net-tries-to-19-06-03\/\" target=\"_blank\">wonderful and disgusting cat names<\/a> become possible when a computer is given basic training. The second thing I think of is the programmer who used Generative Adversarial Networks to create a generation of <a href=\"https:\/\/towardsdatascience.com\/i-generated-thousands-of-new-pokemon-using-ai-f8f09dc6477e\" data-type=\"URL\" data-id=\"https:\/\/towardsdatascience.com\/i-generated-thousands-of-new-pokemon-using-ai-f8f09dc6477e\" target=\"_blank\" rel=\"noreferrer noopener\">freakishly sort-of-believable Pok\u00e9mon<\/a>. Beyond that, I&#8217;m basically a layperson in this subject.<\/p>\n\n\n\n<p>Luckily the project brief says that understanding the basics of machine learning and artificial intelligence is an objective, not a prerequisite. I expect that I&#8217;ll need to spend quite a bit more than 10 hours per week to get a good grasp on the subject and be an asset to my team. Thankfully, this is the only class I&#8217;m taking this term and my job will be somewhat less demanding after I finish my current project, so I should be able to devote plenty of time to this class.<\/p>\n\n\n\n<p>Overall, I&#8217;m very excited to get started on this project! I know it will be challenging, but what better way to learn a new topic than to jump in with &#8220;code that could save lives&#8221;? <\/p>\n","protected":false},"excerpt":{"rendered":"<p>I&#8217;ve been waiting to write this post in the hopes that we would get our project assignments before the first blog post is due. I&#8217;m very happy that I got my first choice, the fire risk prediction project! There were a few others that I would have enjoyed working on, but this one immediately stood [&hellip;]<\/p>\n","protected":false},"author":11971,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-4","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/posts\/4","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/users\/11971"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/comments?post=4"}],"version-history":[{"count":1,"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/posts\/4\/revisions"}],"predecessor-version":[{"id":5,"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/posts\/4\/revisions\/5"}],"wp:attachment":[{"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/media?parent=4"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/categories?post=4"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.oregonstate.edu\/hollismcolburn\/wp-json\/wp\/v2\/tags?post=4"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}