http://karpoke.ignaciocano.com/tags/data-science/Recent content in Data-Science on Karpoke - Just Another BlogHugo -- 0.167.0esThu, 27 Jan 2022 20:57:42 +0100http://karpoke.ignaciocano.com/2022/01/27/netflix-a-culture-of-learning/Thu, 27 Jan 2022 20:57:42 +0100http://karpoke.ignaciocano.com/2022/01/27/netflix-a-culture-of-learning/<blockquote> <p>Netflix: A Culture of Learning</p> </blockquote> <p>» netflixtechblog.com | <a href="https://netflixtechblog.com/netflix-a-culture-of-learning-394bc7d0f94c">netflixtechblog.com</a></p>http://karpoke.ignaciocano.com/2020/11/05/5-surprising-ways-i-use-jupyter-to-improve-my-life/Thu, 05 Nov 2020 12:56:31 +0100http://karpoke.ignaciocano.com/2020/11/05/5-surprising-ways-i-use-jupyter-to-improve-my-life/<blockquote> <p>The Jupyter project offers interactive ways to write software with technology like JupyterLab and Jupyter Notebook.</p> </blockquote> <p>» Moshe Zadka | <a href="https://opensource.com/article/20/11/surprising-jupyter">opensource.com</a></p>http://karpoke.ignaciocano.com/2014/09/21/hacking-academia-data-science-and-the-university/Sun, 21 Sep 2014 14:48:00 +0100http://karpoke.ignaciocano.com/2014/09/21/hacking-academia-data-science-and-the-university/<blockquote> <p>The problem we discussed is laid out in some detail in my Brain Drain post, but a quick summary is this: scientific research in many disciplines is becoming more and more dependent on the careful analysis of large datasets. This analysis requires a skill-set as broad as it is deep: scientists must be experts not only in their own domain, but in statistics, computing, algorithm building, and software design as well. Many researchers are working hard to attain these skills; the problem is that academia’s reward structure is not well-poised to reward the value of this type of work. In short, time spent developing high-quality reusable software tools translates to less time writing and publishing, which under the current system translates to little hope for academic career advancement. » Jake Vanderplas | <a href="http://jakevdp.github.io/blog/2013/10/26/big-data-brain-drain/">The Big Data Brain Drain: Why Science is in Trouble</a></p> </blockquote>