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  • Is Data Science “Science”?

    - by BuckWoody
    I hold the term “science” in very high esteem. I grew up on the Space Coast in Florida, and eventually worked at the Kennedy Space Center, surrounded by very intelligent people who worked in various scientific fields. Recently a new term has entered the computing dialog – “Data Scientist”. Since it’s not a standard term, it has a lot of definitions, and in fact has been disputed as a correct term. After all, the reasoning goes, if there’s no such thing as “Data Science” then how can there be a Data Scientist? This argument has been made before, albeit with a different term – “Computer Science”. In Peter Denning’s excellent article “Is Computer Science Science” (April  2005/Vol. 48, No. 4 COMMUNICATIONS OF THE ACM) there are many points that separate “science” from “engineering” and even “art”.  I won’t repeat the content of that article here (I recommend you read it on your own) but will leverage the points he makes there. Definition of Science To ask the question “is data science ‘science’” then we need to start with a definition of terms. Various references put the definition into the same basic areas: Study of the physical world Systematic and/or disciplined study of a subject area ...and then they include the things studied, the bodies of knowledge and so on. The word itself comes from Latin, and means merely “to know” or “to study to know”. Greek divides knowledge further into “truth” (episteme), and practical use or effects (tekhne). Normally computing falls into the second realm. Definition of Data Science And now a more controversial definition: Data Science. This term is so new and perhaps so niche that the major dictionaries haven’t yet picked it up (my OED reference is older – can’t afford to pop for the online registration at present). Researching the term's general use I created an amalgam of the definitions this way: “Studying and applying mathematical and other techniques to derive information from complex data sets.” Using this definition, data science certainly seems to be science - it's learning about and studying some object or area using systematic methods. But implicit within the definition is the word “application”, which makes the process more akin to engineering or even technology than science. In fact, I find that using these techniques – and data itself – part of science, not science itself. I leave out the concept of studying data patterns or algorithms as part of this discipline. That is actually a domain I see within research, mathematics or computer science. That of course is a type of science, but does not seek for practical applications. As part of the argument against calling it “Data Science”, some point to the scientific method of creating a hypothesis, testing with controls, testing results against the hypothesis, and documenting for repeatability.  These are not steps that we often take in working with data. We normally start with a question, and fit patterns and algorithms to predict outcomes and find correlations. In this way Data Science is more akin to statistics (and in fact makes heavy use of them) in the process rather than starting with an assumption and following on with it. So, is Data Science “Science”? I’m uncertain – and I’m uncertain it matters. Even if we are facing rampant “title inflation” these days (does anyone introduce themselves as a secretary or supervisor anymore?) I can tolerate the term at least from the intent that we use data to study problems across a wide spectrum, rather than restricting it to a single domain. And I also understand those who have worked hard to achieve the very honorable title of “scientist” who have issues with those who borrow the term without asking. What do you think? Science, or not? Does it matter?

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  • Microsoft sort la version finale de son application Tag, qui permet aux smartphones de lire des code

    Microsoft sort la version finale de son application Tag, qui permet aux smartphones de lire des code-barres La technologie de Microsoft permettant de lire les codes-barres pour mobiles, vient d'en terminer avec la phase de bêta testing. Une version finale de Tag est désormais disponible au téléchargement, après 18 mois de développement. Son principe n'est pas nouveau : des code-barres présents à divers endroits (magazines, panneaux d'affichage, etc.) sont scannés par l'appareil photo d'un smartphone puis décodés grâce à un logiciel spécifique (gratuit et compatible avec Android, BlackBerry, iPhone, Symbian, PalmOS et, bien sur, Windows Mobile). Lorsque le Tag est déchiffré, la commande qu'il contient est lancée : lan...

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  • Issues with the intended behavior of a Service layer?

    - by Rafael Cichocki
    This analysis makes sense, and states anything that avoids code duplication and simplifies maintenance speaks for a service layer. What is the technical behavior? When a service client references a service, does it do so at runtime, or does it happen at compile time? When I change something in the service layer code, will this change be automatically taken into account in all it's clients, or do they need to be individually recompiled? How does this make sense from a testing point of view - I have working code, based on some code from a service, but if that service changes, my code might break?!

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  • Calling all developers building ASP.NET applications

    - by Laila Lotfi
    We know that developers building desktop apps have to contend with memory management issues, and we’d like to learn more about the memory challenges ASP.NET developers are facing. To be more specific, we’re carrying out some exploratory research leading into the next phase of development on ANTS Memory Profiler, and our development team would love to speak to developers building ASP.NET applications. You don’t need to have ever used ANTS profiler – this will be a more general conversation about: - your current site architecture, and how you manage the memory requirements of your applications on your back-end servers and web services. - how you currently diagnose memory leaks and where you do this (production server, or during testing phase, or if you normally manage to get them all during the local development). - what specific memory problems you’ve experienced – if any. Of course, we’ll compensate you for your time with a $50 Amazon voucher (or equivalent in other currencies), and our development team’s undying gratitude. If you’d like to participate, please just drop me a line on [email protected].

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  • How can I get the business analysts more involved in BDD?

    - by Robert S.
    I am a proponent of Behavior Driven Development, mainly with Cucumber and RSpec, and at my current gig (a Microsoft shop) I am introducing SpecFlow as a tool to help with testing. I'd like to get the business analysts on my team involved in writing the features and scenarios, but they are put off by the "technical" aspect of it, meaning creating the files in Visual Studio (or even having Visual Studio on their machines). They want to know if we can put all the scenarios for a feature in Jira. What I'm looking for is suggestions for a workflow that will work well with BA types that are accustomed to project management/work tracking tools like Jira (we also use Greenhopper).

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  • Topeka Dot Net User Group (DNUG) Meeting &ndash; April 6, 2010

    Topeka DNUG is free for anyone to attend! Mark your calendars now! SPEAKER: Troy Tuttle is a self-described pragmatic agilist, and Kanban practitioner, with more than a decade of experience in delivering software in the finance and health industries and as a consultant. He advocates teams improve their performance through pursuit of better practices like continuous integration and automated testing. Troy is the founder of the Kansas City Limited WIP Society and is a speaker at local area groups...Did you know that DotNetSlackers also publishes .net articles written by top known .net Authors? We already have over 80 articles in several categories including Silverlight. Take a look: here.

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  • ElectionTracker v1.0 Screen Shots

    - by samkea
    The Election tracker as the name suggests, is a web application that will help in monitoring Election Polls in any particular country in real time so that interested stakeholders in any part of the world a can follow the progress of the elections in your country. It also has a mapping component incorporated that utilises ArcGIS ESRI shapefiles and one can also use it for map and kml files from googlemaps,  openstreetmaps and bingmaps. It is about tho be finshed and it will be piloted in many different countries. The system will be viewable on both PC or Mobile phone. Development teschnologies used include. SILVERLIGHT with C#, ASP.NET, IIS ( for Development Languages), SQL Server 2008, SQLite, XML( for Database), NUnit and Fiddler ( for Unit testing and Debugging), Silverlight Charts and Report Viewer, Visifire charts (Reporting) , Visual Studio 2010 and NET Framework 4.(for Development Tools). Screenshot 01:Map Visualisation On Click Screenshot 02: Zoomed in Province/District Map Development still continues.

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  • Ubuntu 13.04 on Lenovo G580 > built-in (web)cam not recognized

    - by user159295
    I've installed Ubuntu 13.04 on a Lenovo G580. Now I noticed that the built-in (web)cam is not being recognized. Does anybody know how to fix this and get the webcam running? Any help is appreciated! Thanks I've downloaded/installed the suggested program and the webcam is working within that program. However, when running Camera Test from the System Testing here's what happens: when clicking on "Test", there's NO image showing up a few seconds after clicking on "Test", an error message is popping up saying "Sorry, Ubuntu 13.04 has experienced an internal error" When going to Skype, video is enable and under "select webcam" there's "Lenovo EasyCamera (/dev/video0) as only option selected. But, Skype doesn't recognize the camera as there's no pictures. Any ideas on how to get this straightened out?

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  • How are minimum system requirements determined?

    - by Michael McGowan
    We've all seen countless examples of software that ships with "minimum system requirements" like the following: Windows XP/Vista/7 1GB RAM 200 MB Storage How are these generally determined? Obviously sometimes there are specific constraints (if the program takes 200 MB on disk then that is a hard requirement). Aside from those situations, many times for things like RAM or processor it turns out that more/faster is better with no hard constraint. How are these determined? Do developers just make up numbers that seem reasonable? Does QA go through some rigorous process testing various requirements until they find the lowest settings with acceptable performance? My instinct says it should be the latter but is often the former in practice.

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  • Help me get started in TDD for web development

    - by Snow_Mac
    I've done a tiny, tiny bit of TDD in building an app for a company that I interned with. We used lots of mocking and wrote lots of assert statements, after reading lots of blogs, I'm convinced that TDD is the way to go, but how do you go about TDD web applications? My main framework is Yii in PHP. My main questions are: What do you test? Models? Controllers? Views? How do you know if the output is correct? All my web apps interact with a DB, are there cavets to that and gotchas? Can I do testing in Netbeans? Can you test form elements or just strictly objects & methods?

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  • Browser based UI Customization with Oracle Identity Management 11gR2

    - by B Shashikumar
    Business users need user interfaces that are not only friendly but also easily customizable. However the downside of any customization project is the cost and complexity involved in developing, testing, deploying, and managing custom code. And equally critical is the challenge of ensuring customizations stay intact through product upgrades.To overcome these challenges, Oracle Identity Management 11gR2 now includes a Durable UI Configuration Framework which lets customers make complex UI customizations all from with the confines of a web browser. I recently sat down with Clayton Donley, Senior Director of Development for Oracle Identity and Access Management products. In this podcast, we examine how this new capability in Oracle Identity Management around browser based UI customization can reduce costs and complexity of customization while simplifying self service integration with corporate portal strategies. Click here to listen.

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  • Restricting crawler activity to certain directories with robots.txt

    - by neimad
    I would like to use robots.txt to prevent indexing of some parts of my website. I want search engines to index only the / directory and not search inside my controllers. In my robots.txt, I have this: User-Agent: * Disallow: /compagnies/ Disallow: /floors/ Disallow: /spaces/ Disallow: /buildings/ Disallow: /users/ Disallow: / I put this file in /mysite/public. I tested the file with a robots.txt validator and got no errors. However, Google always returns the result of my site. For testing, I added Disallow: /, but again, Google indexed all pages. floors, spaces, buildings, etc. are not physical directories. Is this a bug? How can I work around it?

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  • SDL2 with OpenGL -- weird results, what's wrong?

    - by ber4444
    I'm porting an app to iOS, and therefore need to upgrade it to SDL2 from SDL1.2 (so far I'm testing it as an on OS X desktop app only). However, when running the code with SDL2, I'm getting weird results as shown on the second image below (the first image is how it looks with SDL, correctly). The single changeset that causes this is this one, do you see something obviously wrong there, or does SDL2 have some OpenGL nuances I'm unaware of? My SDL is based on changeset dd7e57847ea9 from HG (since then there is one "Allow specifying of OpenGL 3.2 Core Profile on Mac OS X" commit, not sure if that would help).

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  • How to disable DisplayInfo for Intel i810 when there is no xorg.conf

    - by user86954
    I'm testing Ubuntu 12.04 on an office desktop. This machine has an integrated Intel i810. This very machine used to run Ubuntu (or kubuntu) quite well, until the natty narwhal release, when the xserver started freezing. This seems to be caused by an issue with a call to the video bios, which can be circumvented by disabling the option DisplayInfo. I tried creating an xorg.conf by using Xorg -configure, but it produced an error after trying to make a file. I did have a file, and I put it in /etc/X11 with DisplayInfo false (maybe it wants "disabled"?), but it wouldn't boot at all until I removed that xorg.conf. There is no 10-monitor.conf file either. All I want to do is set the appropriate option so that my intel display doesn't freeze. Is there any other way I can disable the DisplayInfo? Andrew

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  • How to perform efficient 2D picking in HTML5?

    - by jSepia
    I'm currently using an R-Tree for both picking and collision testing. Each entity on screen has a bounding box for collisions and a separate one for picking. Since entities may change position very frequently, both trees must be updated/reordered once per frame. While this is very efficient for collisions, because the tree is used in hundreds of collision queries every frame, I'm finding it too costly for picking, because it only gets queried when the user clicks, thus leading to a lot of wasted tree updates. What would be a more efficient way to implement picking without as much overhead?

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  • better way to track defect sources in tfs

    - by deostroll
    What is the best way to track defect sources in tfs? We have various teams for a project like the vulnerability team, the customer, pre-sales, etc. We give a build and these teams independently test it. They do not have access to our tfs system. So they usually send in their defects via email. It will usually be send in an excel format. Our testing team takes these up and logs them into tfs. Sometimes they modify the original defect description (in excel) and add the expected/actual results. Sometimes they miss to cite the source. I am talking about managing the various sources as such. Is there a way we can add these sources into tfs, and actually link this particular source with the defects, with individual comments associated with them (saying where in the source we can find the actual material for the defect).

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  • '/'var/www/' vs '/home/$USER/public_html'

    - by OrganizedFellow
    I recently started using Ubuntu as a LAMP server. I've come across plenty of tutorials that say to place the files at '/var/www/' and I've also seen others that put them in '/home/$USER/public_html/'. During my testing and figuring stuff out, I was successfully able to view a test site URL from each location. Is one better than the other? I thought that maybe it was just preference. But the more I think about it, the more I want to keep all my work in my Home folder.

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  • Automatically kill a process if it exceeds a given amount of RAM

    - by chrisamiller
    I work on large-scale datasets. When testing new software, a script will sometimes sneak up on me, quickly grab all available RAM, and render my desktop unusable. I'd like a way to set a RAM limit for a process so that if it exceeds that amount, it will be killed automatically. A language-specific solution probably won't work, as I use all sorts of different tools (R, Perl, Python, Bash, etc). So is there some sort of process-monitor that will let me set a threshold amount of RAM and automatically kill a process if it uses more?

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  • How to disable OSD notifications for specific email addresses?

    - by Zuul
    I receive several logs per day via email, either from testing operations, server status or backup resumes. Can I some how disable the notification balloon either by a specific email address, the email subject or any other possible filter, as to not be constantly notified about the success operations? I've looked within the Notify OSD Configuration, but couldn't find any option to this end. Since the email comes with different information when errors occur, I already have filters within Thunderbird as to move error logs to a folder that I keep tabs on... If relevant, I'm using Ubuntu 12.04 fully updated, and Thunderbird 15.0.1.

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  • Meet up with JCP at Devoxx - 13 - 16 November

    - by Heather VanCura
    The JCP will be back at Devoxx this year:-).  If you are attending, you can catch either Patrick or Heather at one of these events... Tuesday - OpenJDK Lab, and then we will move over to the Hackergarten (TCK/unit testing); or Beer Bash at Oracle Booth-17:30–19:30. Wednesday - Beer Bash at Oracle Booth-18:00–20:00! Thursday - JCP session-12:00:  The JCP Program: More than 101 Ways to Influence the Future of the Java Platform ; Patrick Curran, Chair of the JCP & Heather VanCura, JCP Manager; or Beer Bash at Oracle Booth-18:00–20:00. Oracle booth twiki Oracle Session listing

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  • 12.04 on Pentium Dual Core with 1GB or ram running slow

    - by Alex
    hey i have a Lenovo Thinkpad Laptop with Ubuntu 12.04 installed. It runs slow. I tried "System profiler and Benchmark" to test the computer. but the application quits and closes after the first few benchmark test. before it even gets to the other tests. So i tried "Hardinfo" that installed on the Puppy Linux live cd. that did the same thing (the apps look just a like). the memory usage isnt the problem on this pc. its the cpu processes. just running the "system profiler" app that comes with ubuntu uses about 34% on each core, default with nothing running its 5-10% on each core. i cant really find what the deal is other than that ubuntu is a cpu hog. so im testing unity2D at the moment to see how it goes. if you have any other suggestions, feel free to answer this question. thanks

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  • TestRail 1.1 Test Management Software released

    Gurock Software just released version 1.1 of its new test case management tool TestRail. TestRail is a web-based test case management software that helps software development teams and QA departments to efficiently manage, track and organize software testing efforts. TestRail 1.1 comes with various new features and improvements and introduces a complete role and permission system. Permissions and roles allow TestRail administrators to restrict user permissions, hide projects from users or even make...Did you know that DotNetSlackers also publishes .net articles written by top known .net Authors? We already have over 80 articles in several categories including Silverlight. Take a look: here.

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  • Become an Oracle BI or Hyperion Ace Director

    - by Mike.Hallett(at)Oracle-BI&EPM
    Now you are a specialised Partner, how can you go even further to differentiate yourself as a real expert in the field, and cement closer links with Oracle’s R&D and Strategy teams ? Become an Oracle BI or Hyperion ACE Director , and you get more air-time to publish your ideas and stories throughout the Oracle network, and thereby promote yourself and your company.  Often ACE Directors get more involvement in product development advisory boards and Beta testing programmes. What is the Oracle ACE Program? The Oracle ACE Program is designed to recognize and reward members of the Oracle Technology and Applications communities for their contributions to those communities. These individuals are technically proficient and willingly share their knowledge and experiences.  Read the FAQ for more details.

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  • Nameservers and migrating a VPS

    - by MeltingDog
    I am primarily a front end developer who has been tasked with upgrading my companies VPS. As far as I understand, this is just the process of obtaining a new VPS with WHM/CPanel and then migrating the existing accounts over to the new VPS, testing the sites out, then pointing the DNS to the new nameserver records. That sounds pretty straightforward. What I am having trouble understanding is how to set up the new nameservers on the new VPS. How do I obtain/establish the new nameserver records for the new, blank VPS?

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  • how to check that Google Analytics Tracking Code is firing on an iPad

    - by crmpicco
    I am used to using the Firebug extension "Omnibug" with Firefox to check that Google Analytics Tracking Code is firing on my website. This application works very well and has minimal overhead. I am now testing the website on an iPad and would like to know if there is a way to check that the GATC is firing on the iPad natively? I have spoofed the iPad UA string on Firefox on the desktop and it appears to fire correctly, however i'd like to see it happening on the device itself (if at all possible). I know that Firebug can be installed on an iPhone by means of a bookmarklet, however it is 1) quite buggy and not very user-friendly and 2) it doesn't support Omnibug. How can I check that my GATC is firing on my iPad?

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