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<p style="margin: 0.75rem 0;padding: 0;color: #8d99ae;">2022-03-22 - Issue #51 - <a href="https://buitsyd.com/" style="color: #920de9;font-weight: bold;text-decoration: none;">Blog ✍️</a></p>
<h1 style="margin: 0;text-align: center;line-height: 150%;"> Tipsrundan</h1>
<p style="margin: 0.75rem 0;padding: 0;color: #8d99ae;">Your biweekly newsletter of 'Tips' from <b>AFRY IT South</b> with ❤️ <br><small style="color: #999;">(🗳️ Tipsboxen (<a href="mailto:it.south.competence@afconsult.com?subject=Tipsbox&body=Title%0D%0ASummary%0D%0ALink" style="color: #920de9;font-weight: bold;text-decoration: none;">Email</a>, <a href="https://github.com/afry-south/afry-south.github.io/issues/1" target="_blank" style="color: #920de9;font-weight: bold;text-decoration: none;">GitHub</a> & <a href="https://buitsouth.slack.com/archives/CPK80KX0W" target="_blank" style="color: #920de9;font-weight: bold;text-decoration: none;">Slack</a>) - All tips are appreciated! 🙏)</small></p>
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<p style="text-align: center;width: 75%;margin: 0.75rem auto;padding: 0;">👋<i> Welcome to Tipsrundan! <br>Tipsrundan 51 sweeps in with new concepts, great articles and videos!</i></p>
<a href="https://buitsyd.com/tipsrundan/51" style="margin: 0.5rem auto;color: #920de9;font-weight: bold;text-decoration: none;"><button style="border-radius: 5px;font-size: medium;display: block;font-weight: bold;margin: 0.5rem auto;padding: 1rem 2rem;background-color: #2b2d42;border: 2px solid #d99ae;color: #fff;">Take me to pretty version!</button></a></div>
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<hr style="background-color: #e9e9e9;border: none;height: 1.5px;width: 50%;margin: 0.5rem auto;">
<h1 style="margin: 0;text-align: center;line-height: 150%;">Supertipset 💡</h1>
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<h3 style="margin: 0;text-align: center;line-height: 150%;">Tipsrundan goes Slack</h3>
<p style="margin: 0.75rem 0;padding: 0;">A new experiment to make Tipsrundan even greater is here. Make sure to join #tipsrundan on Slack!</p> </div>
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<main style="margin: 0 auto;max-width: 800px;padding: 0.5rem 0.25rem;">
<hr style="background-color: #e9e9e9;border: none;height: 1.5px;width: 50%;margin: 0.5rem auto;">
<h1 style="margin: 0;text-align: center;line-height: 150%;">Godisboxen 🍭</h1>
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<h3 style="margin: 0;text-align: center;line-height: 150%;">👥 Agile Doesn’t Work Without Psychological Safety</h3>
<p style="margin: 0.75rem 0;padding: 0;">Psychological Safety is incredibly important as was noted last time in Tipsrundan. Here we go further with a new article from <em>Harvard Business Review</em> which explains why it’s 100% needed to actually succeed with an agile approach. </p><p style="margin: 0.75rem 0;padding: 0;">Many companies try to adopt the Agile Manifesto but fails as they don’t provide the psychological safety. Make sure to read this article to learn five (5) practical ways to increase psychological safety.</p><a href="https://hbr.org/2022/02/agile-doesnt-work-without-psychological-safety" target="blank" style="width: 100%;color: #920de9;font-weight: bold;text-decoration: none;"><small style="color: #999;">hbr.org↗</small></a>
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<div class="aside" style="justify-content: center;text-align: start;padding: 0.5rem;">
<h3 style="margin: 0;text-align: center;line-height: 150%;">💻🎧 🎥 Simple Made Easy by Rich Hickey (creator of Clojure)</h3>
<p style="margin: 0.75rem 0;padding: 0;">Insightful and enjoyable are the two keywords I take from this great presentation by Rich.<br>
Rich makes it not only enjoyable to listen about simplicity but also shares a lot of insights he has made during the years. Rich is without a doubt a great programmer and built Clojure which is known for its syntax and simplicity (as fast as you get past a certain threshold).</p><a href="https://youtu.be/SxdOUGdseq4" target="blank" style="width: 100%;color: #920de9;font-weight: bold;text-decoration: none;"><small style="color: #999;">youtu.be↗</small></a>
<hr style="width: 10%;background-color: #e9e9e9;border: none;height: 1.5px;margin: 0.5rem auto;">
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<div class="aside" style="justify-content: center;text-align: start;padding: 0.5rem;">
<h3 style="margin: 0;text-align: center;line-height: 150%;">🔀 📚 Lists: design and construction, by Edward Tufte</h3>
<p style="margin: 0.75rem 0;padding: 0;">Edward Tufte - on of the greatest UX designers of our time has some input on lists, bullet points and much more.<br>
What makes them good? What makes them bad?<br>
Bullet point often summarize things too harshly and loose context that another reader might be missing.</p><a href="https://www.edwardtufte.com/bboard/q-and-a-fetch-msg?msg_id=0002QF" target="blank" style="width: 100%;color: #920de9;font-weight: bold;text-decoration: none;"><small style="color: #999;">edwardtufte.com↗</small></a>
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<h3 style="margin: 0;text-align: center;line-height: 150%;">🔀 🍔 → 🌭: Hamburger menu? Try Sausage!</h3>
<p style="margin: 0.75rem 0;padding: 0;"><em>When designing medium to large sized menu navigations on the mobile</em> web the default go-to, for some time now, has been hamburger menus. This isn’t necessarily a <em>bad</em> thing, but there is a simpler alternative for certain use cases.</p><p style="margin: 0.75rem 0;padding: 0;">Before we get into the nitty-gritty details (and a simple demo) of the <em>sausage link</em> concept, let’s take a quick look at the pros and cons of hamburger menus.</p><p style="margin: 0.75rem 0;padding: 0;"><img 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" alt="" style="max-width: 100%;"></p><a href="https://tdarb.org/blog/hamburger-menu-alternative.html" target="blank" style="width: 100%;color: #920de9;font-weight: bold;text-decoration: none;"><small style="color: #999;">tdarb.org↗</small></a>
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</div>
<div class="aside" style="justify-content: center;text-align: start;padding: 0.5rem;">
<h3 style="margin: 0;text-align: center;line-height: 150%;">🔀 🏎 Command-line Tools can be 235x Faster than your Hadoop Cluster</h3>
<p style="margin: 0.75rem 0;padding: 0;">Hadoop? Spark? Big Data is expensive with a ton of overhead.. </p><blockquote style="display: block;font-style: italic;line-height: 150%;max-width: 460px;text-align: center;"><p style="margin: 0.75rem 0;padding: 0;">As I was browsing the web and catching up on some sites I visit periodically, I found a cool article from <a href="https://tomhayden3.com/2013/12/27/chess-mr-job/" style="color: #920de9;font-weight: bold;text-decoration: none;">Tom Hayden</a> about using <a href="https://aws.amazon.com/elasticmapreduce/" style="color: #920de9;font-weight: bold;text-decoration: none;">Amazon Elastic Map Reduce</a> (EMR) and <a href="https://github.com/Yelp/mrjob" style="color: #920de9;font-weight: bold;text-decoration: none;">mrjob</a> in order to compute some statistics on win/loss ratios for chess games he downloaded from the <a href="https://www.top-5000.nl/pgn.htm" style="color: #920de9;font-weight: bold;text-decoration: none;">millionbase archive</a>, and generally have fun with EMR. Since the data volume was only about 1.75GB containing around 2 million chess games, I was skeptical of using Hadoop for the task, but I can understand his goal of learning and having fun with mrjob and EMR. Since the problem is basically just to look at the result lines of each file and aggregate the different results, it seems ideally suited to stream processing with shell commands. I tried this out, and for the same amount of data I was able to use my laptop to get the results in about 12 seconds (processing speed of about 270MB/sec), while the Hadoop processing took about 26 minutes (processing speed of about 1.14MB/sec).</p></blockquote><a href="https://adamdrake.com/command-line-tools-can-be-235x-faster-than-your-hadoop-cluster.html" target="blank" style="width: 100%;color: #920de9;font-weight: bold;text-decoration: none;"><small style="color: #999;">adamdrake.com↗</small></a>
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</div>
<div class="aside" style="justify-content: center;text-align: start;padding: 0.5rem;">
<h3 style="margin: 0;text-align: center;line-height: 150%;">🔀 👨💻 Functional Conf (Online)</h3>
<p style="margin: 0.75rem 0;padding: 0;">Functional Programming much? Then I’m 100 % recommending trying to find something interesting here!<br>
<strong>n.b.</strong> there’s a lot of erlang/elixir, but that’s pretty cool 😎</p><p style="margin: 0.75rem 0;padding: 0;"><img 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" alt="" style="max-width: 100%;"></p><a href="https://confengine.com/conferences/functional-conf-2022/schedule/rich" target="blank" style="width: 100%;color: #920de9;font-weight: bold;text-decoration: none;"><small style="color: #999;">confengine.com↗</small></a>
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<h3 style="margin: 0;text-align: center;line-height: 150%;">📈 🤖 Making Deep Learning Go Brrrr From First Principles</h3>
<p style="margin: 0.75rem 0;padding: 0;">Do you wanna learn more about exactly how GPU, CPU & RAM works together for Deep Learning models (AI)? And internals of the GPU? Then this blog is 110 % made for your enjoyment!</p><p style="margin: 0.75rem 0;padding: 0;"><strong>Excerpt:</strong></p><blockquote style="display: block;font-style: italic;line-height: 150%;max-width: 460px;text-align: center;"><p style="margin: 0.75rem 0;padding: 0;">So, you want to improve the performance of your deep learning model. How might you approach such a task? Often, folk fall back to a grab-bag of tricks that might've worked before or saw on a tweet. "Use in-place operations! Set gradients to None! Install PyTorch 1.10.0 but not 1.10.1!"</p></blockquote><a href="https://horace.io/brrr_intro.html" target="blank" style="width: 100%;color: #920de9;font-weight: bold;text-decoration: none;"><small style="color: #999;">horace.io↗</small></a>
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<p style="margin: 0.75rem 0;padding: 0;color: #8d99ae;"><b style="color: #8d99ae;">Thank you for this time see you in two weeks</b><br>- Hampus Londögård @ IT South</p>
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