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General Assembly's Data Science Course

143 点作者 Jasamba大约 9 年前

6 条评论

dataschool大约 9 年前
Hi all! I&#x27;m the owner of the GitHub repo linked above. It&#x27;s called &quot;DAT8&quot; because it was the 8th session of General Assembly&#x27;s part-time Data Science course in Washington, DC.<p>Here&#x27;s a bit of history, if you&#x27;re interested:<p>- General Assembly launched a standardized Data Science course curriculum in mid-2013. The course used lots of slides, and taught both Python and R.<p>- Over time, the curriculum evolved in different directions as instructors around the world made their own modifications, both in terms of what was taught and how it was taught. By early 2015, I think all instructors had moved to teaching Python only.<p>- I taught the course five times starting in mid-2014. Over the course of those five sessions, I rewrote nearly all of the lessons and converted most of them to IPython&#x2F;Jupyter notebooks. I would estimate that 95% of the material in the DAT8 repo is my original lessons.<p>- Earlier this year (2016), General Assembly rewrote and relaunched a standardized Data Science course curriculum. Therefore, if you take this course in the future, I would expect that you will be learning from that new curriculum.<p>For what it&#x27;s worth, I wrote a 4000-word essay [1] about data science education after teaching the course the first time.<p>I&#x27;m happy to answer any questions!<p>[1] <a href="http:&#x2F;&#x2F;www.dataschool.io&#x2F;teaching-data-science&#x2F;" rel="nofollow">http:&#x2F;&#x2F;www.dataschool.io&#x2F;teaching-data-science&#x2F;</a>
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JPKab大约 9 年前
I attended the first GA Data Science course to be offered in the DC area in the spring of 2014.<p>Back then, the course was 3 months long, two nights a week, from 7PM to 10PM on Tuesday and Thursday nights. The first part was all R, and the second part was all Python (Scikit learn, etc).<p>I got a lot out of it, but it was a TON of work. Outside of class, I was spending 2 - 3 hours a night doing homework. The teacher was great, and he made extensive use of Git for all assignments. Homework was submitted via commits to a class repo.<p>Other students who came into the course got less out of it, mainly because they didn&#x27;t have ANY background in programming, or because they simply didn&#x27;t put in the work.<p>Overall, I think it was awesome for me, but it&#x27;s like anything else: You get out of it what you put into it.<p>Edit:<p>I just noticed the repo was created by Kevin Markham! He was in my class, and the dude is friggin brilliant!
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elliottcarlson大约 9 年前
I work at General Assembly as an Engineering Manager - check out our listing in the Who&#x27;s Hiring thread for onsite and remote engineering positions, but also for teaching opportunities at our various campuses, and plenty of other roles.
watty大约 9 年前
Looks amazing but I doubt I could follow the curriculum without some class videos and feedback on homework&#x2F;projects.<p>Unfortunately they don&#x27;t teach in my area and the online courses are much higher level.
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ybrah大约 9 年前
This seems pretty cool! I&#x27;ve been looking for something like this. I really enjoy the open source courses on github, because I can do them at my own pace and figure things out.
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jpitz大约 9 年前
Can anyone who attended the course comment on the quality? This looks very promising to me.
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