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</o:shapelayout></xml><![endif]--></head><body lang=EN-US link="#0563C1" vlink="#954F72"><div class=WordSection1><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D'>Also see <a href="https://librarycarpentry.github.io/">Library Carpentry</a>. To be presented as workshops at WITS and <a href="http://www.liasa.org.za/library-carpentry/">LIASA Pre-conference</a> later this year, in collaboration with Carpentry people in SA and Anelda van der Walt. Register at <a href="http://www.liasaconference.co.za/registration/">http://www.liasaconference.co.za/registration/</a> <o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D'><o:p> </o:p></span></p><div><div style='border:none;border-top:solid #E1E1E1 1.0pt;padding:3.0pt 0in 0in 0in'><p class=MsoNormal><b>From:</b> IRTalk [mailto:irtalk-bounces@lists.lib.sun.ac.za] <b>On Behalf Of </b>Ina Smith<br><b>Sent:</b> Wednesday, July 26, 2017 12:20 PM<br><b>To:</b> irtalk@lists.lib.sun.ac.za<br><b>Subject:</b> [IRTalk] Science becoming increasingly data driven<o:p></o:p></p></div></div><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal><b><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Science is becoming increasingly data driven, and roles, responsibilities, skills dynamic.</span></b><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'> Constant adaptation needed, and the only wat to stay abreast lifelong self-learning. <o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Suggestions to develop and apply in work environment:<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><o:p> </o:p></span></p><p class=MsoListParagraph style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><span style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Enroll for one of the following free open access courses, all related to research and science: <a href="https://authorcarpentry.github.io/">Author Carpentry</a> -- <a href="http://www.datacarpentry.org/">Data Carpentry</a> -- <a href="https://software-carpentry.org/">Software Carpentry</a> -- <a href="http://datajournalismcourse.net/">Doing journalism for data</a><o:p></o:p></span></p><p class=MsoListParagraph style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><span style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Reports becoming more data driven and dynamic. Examples of data driven documents and data visualisations – click on any of the hexagon images: <a href="https://d3js.org/">https://d3js.org/</a> and also see <a href="http://flowingdata.com/">http://flowingdata.com/</a> This is very much linked to “translate” challenging research outcomes so that the ordinary man on the street (tax payers supporting funding for research) can also benefit and understand and feel empowered (citizen scientists).<o:p></o:p></span></p><p class=MsoListParagraph style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><span style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Sharing the datasets along with the open access reports in a trusted open access repository. In Africa a concerning low number of data repositories ….. See the blue areas …. <a href="http://www.re3data.org/browse/by-country/">http://www.re3data.org/browse/by-country/</a> <o:p></o:p></span></p><p class=MsoListParagraph style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><span style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Learn to program with R, Github, ggplot2, and more. Many, many excellent free online courses available. <o:p></o:p></span></p><p class=MsoListParagraph style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><span style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Machine Learning and Artificial Intelligence: <a href="http://www.zdnet.com/article/show-mits-ai-an-image-of-a-meal-and-it-will-tell-you-how-to-cook-it/">Show MITs AI a picture of a meal and it will tell you how to cook it.</a> This also used for cancer detection and more.<o:p></o:p></span></p><p class=MsoListParagraph style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><span style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>See article: <a href="https://hbr.org/cover-story/2017/07/the-business-of-artificial-intelligenc">How AI fits into your data science team.</a><o:p></o:p></span></p><p class=MsoListParagraph style='text-indent:-.25in;mso-list:l0 level1 lfo2'><![if !supportLists]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><span style='mso-list:Ignore'>-<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>New jobs are being created in science, and existing jobs challenged/overlap. Data to become part of each and every job.<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Things are moving quite fast, and according to research we need much, much more data to inform new trends, find solutions to problems.<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Kind regards<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'>Ina<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><o:p> </o:p></span></p><p class=MsoNormal><b><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>Ina Smith</span></b><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'><o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>Project Manager: <a href="http://africanopenscience.org.za/">African Open Science Platform</a> <br>Academy of Science of South Africa (ASSAf)<br>DOAJ Ambassador, Southern Africa Region<br>LIASA Librarian of the Year 2016<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'><o:p> </o:p></span></p><p class=MsoNormal><a href="http://orcid.org/"><span style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#338CAF;text-decoration:none'><img border=0 width=16 height=16 id="Picture_x0020_1" src="cid:image001.gif@01D3060A.457FCF40" alt="http://orcid.org/sites/default/files/images/orcid_16x16(1).gif"></span></a><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'> <a href="http://orcid.org/0000-0002-9710-3668">http://orcid.org/0000-0002-9710-3668 </a></span><u><span style='color:#0563C1'><o:p></o:p></span></u></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>Switchboard: +27 12 349 6600 <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>Tel: +27 12 349 6641 <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>Fax: +27 (0) 86 576 9512<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>Email: </span><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><a href="mailto:ina@assaf.org.za"><span style='mso-fareast-language:EN-ZA'>ina@assaf.org.za</span></a></span><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'> <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif;color:#1F497D'><img border=0 width=184 height=75 id="Picture_x0020_2" src="cid:image002.jpg@01D3060A.457FCF40" alt=assafemail></span><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'><o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>1st Floor Block A, The Woods, 41 De Havilland Crescent, Persequor Park <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>Meiring Naudé Road, Lynnwood 0020, Pretoria, South Africa. <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>PO Box 72135, Lynnwood Ridge 0040, Pretoria, South Africa. <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'>Website: </span><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif'><a href="http://www.assaf.org.za/"><span style='mso-fareast-language:EN-ZA'>www.assaf.org.za</span></a></span><i><span lang=EN-ZA style='font-size:10.5pt;font-family:"Century Gothic",sans-serif;color:#1F497D;mso-fareast-language:EN-ZA'> </span></i><span lang=EN-ZA 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