{"id":1348,"date":"2013-11-08T12:41:46","date_gmt":"2013-11-08T18:41:46","guid":{"rendered":"http:\/\/www.mooreds.com\/wordpress\/?p=1348"},"modified":"2013-11-07T21:42:24","modified_gmt":"2013-11-08T03:42:24","slug":"coursera-online-mooc-one-students-experience-with-stats-101","status":"publish","type":"post","link":"https:\/\/www.mooreds.com\/wordpress\/archives\/1348","title":{"rendered":"Coursera online MOOC: one student&#8217;s experience with Stats 101."},"content":{"rendered":"<p>I have been taking <a href=\"https:\/\/www.coursera.org\/course\/stats1\">Statistics 101<\/a> from <a href=\"https:\/\/www.coursera.org\/\">Coursera<\/a>. This course is taught by a Princeton professor. I have been interested in <a href=\"\/wordpress\/archives\/158\">stats for a while<\/a>, but have never taken any classes. As a bonus, a work project I&#8217;m focused requires a lot of linear regression. (I&#8217;m using a <a href=\"http:\/\/commons.apache.org\/proper\/commons-math\/\">library for the linear regression<\/a>, of course, but wanted to understand some of the limits of linear regression before applying it for a business purpose.)<\/p>\n<p>It was very easy to sign up for the class. I was a bit early, (the lectures are put up weekly starting on a given date), so I just added my email address to the wait list. When the class started, they emailed me and I registered.<\/p>\n<p>It was free.<\/p>\n<p>There are some changes coming to the university world. I have some friends who are professors and I&#8217;ve been sharing articles like <a href=\"http:\/\/www.shirky.com\/weblog\/2012\/11\/napster-udacity-and-the-academy\/\">this one<\/a> and <a href=\"http:\/\/chronicle.com\/blogs\/wiredcampus\/at-yale-online-lectures-become-lively-books\/36162\">this one<\/a> for years.<\/p>\n<p>So, that was an additional reason to take the course. What would an actual online class be like?<\/p>\n<p>The class is divided up into 12 weeks, 1 midterm and 1 final. Each week there are between 4 and 6 lecture videos to watch (the longest was approximately 20 minutes, the shortest is approximately 5 minutes), a lab video and a homework assignment. The lab typically examines the lecture concepts and puts them into practice using <a href=\"http:\/\/www.r-project.org\/\">R, an open source stats tool\/language<\/a>. The homework is an untimed quiz that I have 100 tries to finish. Each quiz has 10 questions, some text input, some multiple choice, and typically is due 2 weeks after the initial lecture on the topic. I can complete the quiz later for reduced credit.<\/p>\n<p>I&#8217;m over halfway through the course.<\/p>\n<p>Am I learning something? yes. Definitely. I&#8217;ve learned basic concepts of statistics. There has been some handwaving on some complicated concepts and single letter concepts are occasionally introduced with little explanation (t, Z, and F values, for example), but this is an intro course, so I am unsurprised. I definitely have become comfortable with basics of R.<\/p>\n<p>Am I learning what I would be in a normal college classroom? Nope. There&#8217;s been no collaboration (because of my time constraints, I don&#8217;t participate in the forums, which are the only form of collaboration I have seen). All R scripts are provided in the labs, which means you sometimes just cut and paste. Questions on quizzes are constrained by the online test format. Because I&#8217;m jamming it into my schedule, I don&#8217;t review the material as much as I should. There&#8217;s no opportunity to stop the instructor and ask exactly what he meant.<\/p>\n<p>But&#8230;.did I mention it was free? And that I&#8217;m not in college and don&#8217;t have the time for a normal college class?<\/p>\n<p>If you are thinking of taking an online course through a <a href=\"http:\/\/en.wikipedia.org\/wiki\/Massive_open_online_course\">MOOC<\/a> like this one, here are some tips.<\/p>\n<ul>\n<li>block out time to watch the lecture videos&#8211;I spend about 1-2 hours a week doing this. You can double book this with mild exercise (treadmill), sometimes.  Sometimes the concepts were complex enough I could not multi task.<\/li>\n<li>Coursera has a button on the video player to run the videos faster. I just started using this and find running the lectures at 1.5x is doable.<\/li>\n<li>plan to spend some time on the labs and quizzes&#8211;I spend about 1-2 hours every week.<\/li>\n<li>know what you want. If I wanted a deep understanding of statistics, I would probably need to spend an additional 2-4 hours each week working on understanding all the concepts covered in the lectures, and get an additional statistics book. (This <a href=\"http:\/\/www.refsmmat.com\/statistics\/\">one looks nice<\/a>.). But I want a conceptual overview that lets me dig into third party libraries and learn the domain jargon enough to search the internet for further resources.  This class is letting me do that.<\/li>\n<li>get a tablet&#8211;these devices are perfect for consuming the lecture videos.<\/li>\n<li>be flexible in your viewing, but try not to view a week&#8217;s worth of material in one day&#8211;that much academic knowledge transfer is no fun.<\/li>\n<li>no credit is available. This might be an issue for some students.<\/li>\n<li>be committed. It is very easy to sign up for these courses and then drop out, because there really are no consequences. But there are a huge variety of courses from a number of sources: <a href=\"https:\/\/www.udacity.com\/\">udacity<\/a>, <a href=\"https:\/\/www.udemy.com\/\">udemy<\/a>, <a href=\"https:\/\/www.edx.org\/\">edx<\/a>, <a href=\"https:\/\/www.khanacademy.org\/\">Khan Academy<\/a>.<\/li>\n<li>enjoy the free world class instruction.\u00a0 Did I mention this was free?<\/li>\n<\/ul>\n<p>All in all, I&#8217;m happy with this course and will come out of it more grounded in statistics.<\/p>\n<p>From my experience in this class, I think that the business of teaching, especially introductory material that lends itself to video lectures, is going to undergo a change as radical as what newspapers have been through over the past 20 years. I don&#8217;t know if MOOCs will augment or supplant universities, but the scale and cost advantages are going to be hard to beat.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I have been taking Statistics 101 from Coursera. This course is taught by a Princeton professor. I have been interested in stats for a while, but have never taken any [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[59,2,32],"tags":[],"class_list":["post-1348","post","type-post","status-publish","format-standard","hentry","category-lifehack","category-technology-and-society","category-video"],"_links":{"self":[{"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/posts\/1348","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/comments?post=1348"}],"version-history":[{"count":2,"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/posts\/1348\/revisions"}],"predecessor-version":[{"id":1350,"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/posts\/1348\/revisions\/1350"}],"wp:attachment":[{"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/media?parent=1348"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/categories?post=1348"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mooreds.com\/wordpress\/wp-json\/wp\/v2\/tags?post=1348"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}