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  • Understanding Data Science: Recent Studies

    - by Joe Lamantia
    If you need such a deeper understanding of data science than Drew Conway's popular venn diagram model, or Josh Wills' tongue in cheek characterization, "Data Scientist (n.): Person who is better at statistics than any software engineer and better at software engineering than any statistician." two relatively recent studies are worth reading.   'Analyzing the Analyzers,' an O'Reilly e-book by Harlan Harris, Sean Patrick Murphy, and Marck Vaisman, suggests four distinct types of data scientists -- effectively personas, in a design sense -- based on analysis of self-identified skills among practitioners.  The scenario format dramatizes the different personas, making what could be a dry statistical readout of survey data more engaging.  The survey-only nature of the data,  the restriction of scope to just skills, and the suggested models of skill-profiles makes this feel like the sort of exercise that data scientists undertake as an every day task; collecting data, analyzing it using a mix of statistical techniques, and sharing the model that emerges from the data mining exercise.  That's not an indictment, simply an observation about the consistent feel of the effort as a product of data scientists, about data science.  And the paper 'Enterprise Data Analysis and Visualization: An Interview Study' by researchers Sean Kandel, Andreas Paepcke, Joseph Hellerstein, and Jeffery Heer considers data science within the larger context of industrial data analysis, examining analytical workflows, skills, and the challenges common to enterprise analysis efforts, and identifying three archetypes of data scientist.  As an interview-based study, the data the researchers collected is richer, and there's correspondingly greater depth in the synthesis.  The scope of the study included a broader set of roles than data scientist (enterprise analysts) and involved questions of workflow and organizational context for analytical efforts in general.  I'd suggest this is useful as a primer on analytical work and workers in enterprise settings for those who need a baseline understanding; it also offers some genuinely interesting nuggets for those already familiar with discovery work. We've undertaken a considerable amount of research into discovery, analytical work/ers, and data science over the past three years -- part of our programmatic approach to laying a foundation for product strategy and highlighting innovation opportunities -- and both studies complement and confirm much of the direct research into data science that we conducted. There were a few important differences in our findings, which I'll share and discuss in upcoming posts.

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  • Does Huawei E398 LTE Modem works with Netgear Router?

    - by Paul Smith
    I've been using a Netgear router sharing the signal through my Huawei E160 dongle, but following the speeds update and the device limit, it does not satisfy the demand. Through research, I've found that Huawei E398 is the latest and functional dongle so far. I'm going to update, but the confusion comes: Is it compatible for my Netgear router? Will it work? Any information will be appreciated. I found the unlocked E398 here.

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  • Search engine optimization Links

    - by Michael Freidgeim
    Below there are a few links, that I used for my Search engine optimization research:     http://websearch.about.com/od/designforsearch/ss/tendesigntips.htm     Keyword Selection Guidelines   Where To Use Keywords  Google Search Engine Optimization http://websearch.about.com/od/keywordsandphrases/a/sitedesign.htm     http://en.wikipedia.org/wiki/Search_engine_optimization       http://www.google.com/support/webmasters/bin/answer.py?answer=35291

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  • Using PHP version 5.2 or 5.3 for commercial products?

    - by Ash
    I'm doing research on what version of PHP to use when creating commercial scripts that will be sold to the public. Although the available stats aren't great, PHP 5.3 shows a 18.5% adoption rate. I'd like to use Symfony to create these scripts and it requires 5.3.2 which shows an even lower adoption rate (roughly 13% of that 18.5% use less than 5.3.2). Would I be risking much by jumping straight to PHP 5.3.2+ or should I ignore the stats and plough ahead?

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  • Can anyone recommend online .Net training courses?

    - by james
    I am looking for peoples experiences with paid for online .Net training courses. In your experience, are these an able replacement for in-person training? Are they better than the many free ones provided on MSDN and the like? Are there any specific paid for ones you'd recommend? I usually prefer general book/web research myself, I have one specific provider in mind that looks really good, but I'll omit this for fear of advertising :)

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  • The Best Ways to Make Use of an Idle Computer

    - by Lori Kaufman
    If you leave your computer on when you are not using it, there are ways you can put your computer to use when it’s sitting idle. It can do scientific research, backup your data, and even look for signs of extraterrestrial life. How To Create a Customized Windows 7 Installation Disc With Integrated Updates How to Get Pro Features in Windows Home Versions with Third Party Tools HTG Explains: Is ReadyBoost Worth Using?

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  • How to install theme without using user-theme extension?

    - by Aventinus_
    I'm using Ubuntu 12.04 with Gnome Shell 3.4. Since day one I had some random crashes mainly after reloading or during search. After a lot of research I concluded that user-theme extension is to blame. Only when disabled Gnome Shell runs 100% smoothly. So my question is: Is there a way to install a theme without using user-theme extension? edit: Trying to install it via Gnome Tweak Tool without user-theme extension won't work because of [this][1].

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  • Columnar Databases

    - by jchang
    Ingres just published a TPC-H benchmark for VectorWise , an analytic database technology employing 1) SIMD processing (Intel SSE 4.2), 2) better memory optimizations to leverage on-chip cache, 3) compression, 4) Column-based storage. Ingres originated as a research project at UC Berkeley (see Wikipedia ) in the 1970s, and has since become a commercially supported, open source database system. Apparently, Ingres project people later founded Sybase. So Ingres in a sense, is the grandfather (or perhap...(read more)

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  • Outsource Web Design Firm in India

    If somebody says that India does not have good web design firms, then chances are that either you would suggest him to do a good research on the country and its technological landscape or you will sl... [Author: John Anthony - Web Design and Development - May 18, 2010]

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  • Exadata ROI cases

    - by Javier Puerta
    The following cases illustrate the type of ROI benefits that customers can obtain from their investment in Exadata infrastructure. Australian Finance Group will achieve a 42% ROI by and break even in three years by consolidating Oracle E-Business Suite and Siebel applications on Oracle Exadata.  Read the ROI case at: http://www.oracle.com/us/corporate/customers/afg-1-exadata-cs-1354807.pdf In addition to this study, there are Oracle Exadata Mainstay ROI Case Studies for the following: Merck -Pharma, Oracle Exadata Achieves Fivefold Performance Increase for Critical Product Research Platform Turkcell Accelerates Reporting Tenfold, Saves on Storage and Energy Costs with Consolidated Oracle Exadata Platform

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  • Why does XCode convert PNGs to CgBI format?

    - by Gdeglin
    According to the research done here http://imageoptim.com/tweetbot.html, Xcode's conversion of PNGs to the proprietary Apple CgBI format does not create a noticeable performance improvement. Their claim is that the conversion only reduces PNG loading speed by 1 nanosecond. If this is true, why does apple bother with the CgBI format at all? Has anyone else benchmarked loading CgBI images vs regular PNG images on iOS devices to see if they perform differently?

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  • Importance of a 1st Class Degree

    - by Nipuna Silva
    I'm currently at the 3rd year following a degree in Software Engineering. I'm thinking of moving into a research field in the future (programming language design, AI etc.) My problems are, What is the advantage/importance of carrying a 1st Class Degree (Honors for Americans) in to the industry rather than with just simple pass. Is it really important to have a 1st Class? Is it the practical knowledge i have to give priority or the theoretical knowledge, or both?

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  • How to make a directory with permanent permissions different from default

    - by Carlos Fernández San Millán
    I have system-wide default permissions set with umask 027. I am in the need to make a directory whose sub-directories would need 775 permission and whose files would need 664 permissions and make these permissions permanent after booting the system. I am looking for the best options out there without compromising security. Any ideas? Thank you. Some research done: sudo chfn -o "umask=002" daemon_username bash script running at boot with umask 022 on the desired directory

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  • How to build a 4x game?

    - by Marco
    I'm trying to study how succefully implement a 4x game. Area of interest: 1) map data: how to store stellars systems (graphs?), how to generate them and so on.. 2) multiplayer: how to organize code in a non graphical server and a client to display it 3) command system: what are patters to catch user and ai decisions and handle them, adding at first "explore" and "colonize" then "combat", "research", "spy" and so on (commands can affect ships, planets, research, etc..) 4) ai system: ai can use commands to expand, upgrade planets and ship I know is a big questions, so help is appreciated :D 1) Map data Best choice is have a graph to model a galaxy. A node is a stellar system and every system have a list of planets. Ship cannot travel outside of predefined paths, like in Ascendancy: http://www.abandonia.com/files/games/221/Ascendancy_2.png Every connection between two stellar systems have a cost, in turns. Generate a galaxy is only a matter of: - dimension: number of stellar systems, - variety: randomize number of planets and types (desertic, earth, etc..), - positions of each stellar system on game space - connections: assure that exist a path between every node, so graph is "connected" (not sure if this a matematically correct term) 2) Multiplayer Game is organized in turns: player 1, player 2, ai1, ai2. Server take care of all data and clients just diplay it and collect data change. Because is a turn game, latency is not a problem :D 3) Command system I would like to design a hierarchy of commands to take care of this aspect: abstract Genericcommand (target) ExploreCommand (Ship) extends genericcommand colonizeCommand (Ship) buildcommand(planet, object) and so on. In my head all this commands are stored in a queue for every planets, ships or reasearch center or spy, and each turn a command is sent to a server to apply command and change data state 4) ai system I don't have any idea about this. Is a big topic and what I want is a simple ai. Something like "expand and fight against everyone". I think about a behaviour tree to control ai moves, so I can develop an ai that try to build ships to expand and then colonize planets, upgrade them throught science and combat enemies. Could be done with a finite state machine too ? any ideas, resources, article are welcome!

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  • Midsize InDepth Newsletter - Simplify and Modernize Your Business with Cloud Solutions

    - by Roxana Babiciu
    Read the Oracle Midsize InDepth Newsletter feature articles to read the latest Dynamic Market Report on real world adoption of cloud applications at midsize organizations, hear from Talent Management expert and evangelist Pamela Stroko on the current state of employee engagement, and find out how midsize companies adopt Oracle WebLogic Server on Oracle Database Appliance. Plus new research reports, videos, success stories and the latest midsize news.

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  • Achieving certain rendering styles

    - by milesmeow
    I'm trying to assess the difficulty of creating a rendering style that is more like the game Okami and the Quake mods (as shown on this page...search for 'okami','quake npr'). Here's a better page describing the Quake rendering mod. Can a game engine such as Unity be used and programmed to achieve these kind of rendering styles? I'm doing research and am totally new to this so any insight into this would help tremendously.

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  • Controlling text that appears in google search results

    - by Mick
    I have recently made a simple (pure HTML) website. The most important key phrase that I want to capture is "full reserve banking". Currently, if I type "full reserve banking" (without quotes) into google, then my site appears as the 7th item on the first page. I am reasonably happy with this as the site is so new. But one frustration is that the text that google displays in relation to my site is rather misleading. The main message I would like to get across is that my site is "A collection of resources for anyone interested in this alternative monetary system." and I have this as the first line of text on the page. Unfortunately, this important sentence is nowhere to be seen in the google search result. So my question is - is there anything I can do to fix this error? Edit: I noticed that someone edited this question to remove the name of the website. I was very keen to leave it in because being able to look at it makes it far easier to diagnose what I did wrong. Indeed the answer suggested by "Su" clearly shows that they looked at my website and analyzed what it was doing which helped them give a clearer answer. If I am breaking some policy by including the name then please explain what this policy is in a comment. Edit: I have now made a series of changes to my meta descriptions as inspired by the answers given here. On the homepage I now have the text: <META NAME="description" CONTENT="A collection of resources for anyone interested in Full Reserve Banking. What it is, how it works, web resources, organisations, research papers etc."> I am now very excited to see what will happen after the next visit by the google robots. Edit: Result! I just did a google search for "full reserve banking", and the text that appeared was: Full Reserve Banking: The definitive resource. A collection of resources for anyone interested in Full Reserve Banking. What it is, how it works, web resources, organisations, research papers etc. www.fullreservebanking.com/ - Cached By the way, I did originally have a meta description - but it was too short, it just said "full reserve banking". Google obviously assumed this was too little and so chose to use its own algorithms to cook up a different sentence from the main text.

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  • Writing For Online

    With more and more people using the internet for a wide variety of reasons, many businesses these days are carried solely using the online mode. But recent research has shown that over 90% of these online businesses do not make any profit.

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  • What attracts software developers such as yourselves to choose to program for the Android mobile platform?

    - by Hasnan Karim
    Dear programmers, as part of my final year university project, I am conducting research into what makes programmers prefer to program for Android as opposed to other mobile operating systems. The description does not need to be detailed however, I am trying to find patterns between programmers to determine what properties (other than money) a software company such as Android must have in order to attract programmers and therefore grow.

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  • Office 365 : RIM et Microsoft signent un accord, les applications Cloud professionnelles seront disponibles sur BackBerry

    Office 365 : RIM et Microsoft signent un accord Les applications Cloud professionnelles seront disponibles sur BackBerry Research in Motion (RIM) a annoncé que ses terminaux mobiles BlackBerry prendront désormais en charge les offres Cloud de Microsoft Office 365. Les utilisateurs du service Cloud de Microsoft pourront donc utiliser leur BlackBerry pour avoir accès aux différents services hébergés comme Exchange ou les Office Web Apps, et ce sans aucun frais mensuel. Les entreprises, quant à elles, payeront toujours le même montant pour l'offre BlackBerry Enterprise Service. Pour mémoire Office 365 (disponib...

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  • Better and Cheap Web Hosting Available with Linux

    Web hosting becomes very simplified when carried out on Linux. No, this is not just any assumption or declaration but a tried and tested fact that has been concluded after a lot of research and recon... [Author: John Anthony - Web Design and Development - March 29, 2010]

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  • How to Do Competition Analysis

    One of the most important aspects of SEO is the work you put in before you even touch the website or build a single back link. This analysis work involves keyword research and competition analysis. Choose the wrong keywords and you could be wasting all your efforts in the onsite and offsite optimization. Choose keywords which have too much competition and you'll be taking on an uphill battle.

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  • Using PHP version 5.2 or 5.3 for end-user commercial products?

    - by Ash
    I'm doing research on what version of PHP to use when creating commercial scripts that will be sold to end users. Although the available stats aren't great, PHP 5.3 shows a 18.5% adoption rate. I'd like to use Symfony to create these scripts and it requires 5.3.2 which shows an even lower adoption rate (roughly 13% of that 18.5% use less than 5.3.2). Would I be risking much by jumping straight to PHP 5.3.2+ or should I ignore the stats and plough ahead?

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