Data can be highly valuable, and no company knows that more than Google. It is constantly collecting a massive amount of it -- it is pretty much how the company butters its bread. Data only has value when it can be used, however, meaning it must ultimately tell a story. In other words, collecting it is only the beginning.

One of the best ways to digest and present data is with visualizations and dashboards. Not everyone is a data scientist, so how you tell a story matters. Today, Google is making a rather nifty data visualization tool an open source project. Called "Embedding Projector", it can show what the search giant calls "high-dimensional data".

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2016 has been the year of Artificial Intelligence (AI), and more specifically, the breakout of machine learning and deep learning becoming the big buzz words in technology. While both have gained a lot of attention this year, these techniques have been around for quite some time, but no more so than now, has it felt so promising.

Over the past few years, there has been a monumental shift in technology and how it’s being applied to everyday life. From robots to search engines, deep learning and machine learning are being raved about as the tech fueling our new innovations, but many are left wondering what truly differentiates these two models.

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Dropbox is one of my favorite services -- something I am happy to pay for monthly. There are many cloud storage solutions out there, but I chose it for a very specific reason -- cross-platform compatibility. On a daily basis, I use iOS, Fedora, and Windows 10. Heck, I just ordered one of those fancy new MacBook Pro laptops too. Regardless of the operating system I choose, I know Dropbox will work for me.

Today, Dropbox comes to another platform and it is rather exciting. The Xbox One gets an app for the storage platform, letting you view photos and videos. If you own Microsoft's console, and back up your family photos to Dropbox (as I do), you can now easily view them on your big TV screen. How cool is that?

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Microsoft likes to compare its Surface range with the MacBook Pro at any given opportunity, even though the two products are very different.

November, according to Microsoft, was the best month ever for consumer Surface sales, and the software giant is gleefully claiming that disappointment with the new MacBook Pro is part of the reason behind the surge. But is it? Really?

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At first glance, QOwnNotes doesn’t seem like the most interesting of apps. An "open source plain-text file notepad"? Aren’t there enough of those already?

Download and try the program, though, and you might be surprised at how much more it can do.

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A recent survey of 500 businesses revealed that nearly half were brought to a standstill by a ransomware attack within the last 12 months. Ransomware is malware that installs covertly on a victim's computer, executes a crypto-virology attack that adversely affects it, and demands a ransom payment to decrypt it or to not publish it.

There has been more and more documented evidence that ransomware is on the rise, particularly in the UK. It's being used as a sort of testing ground to the point whereby ransomware has become the number one threat facing British organizations in 2016.

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While it was free, and being forced on to users’ computers, Windows 10 enjoyed predictably solid growth. By the end of August -- the first month in which Windows 10 was no longer free -- NetMarketShare measured the new operating system’s usage share at 22.99 percent globally. Not too shabby, but still quite some distance behind Windows 7, on 47.25 percent.

Microsoft’s own figures -- which represent market share rather than usage share -- paint a very different picture. Three months ago, the software giant caused eyebrows to be raised with its claim that in June the new OS hit 50 percent share in the US (51 percent in the UK, 39 percent globally). Its figures have just been updated again, and yes prepare to have your incredulity stretched even further.

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DiskInternals Linux Reader is a freeware Windows application for browsing drives using Linux, Apple and other file systems. The program enables reading (but not writing) drives using Ext2/3/4, ReiserFS, Reiser4, HFS, HFS+, FAT, exFAT, NTFS, ReFS and UFS2.

It’s also possible to mount and read raw disk images (*.dsk, *.img) and assorted virtual disk formats (*.vmdk, *.vhd, *.vhdx, *.vdi, *.vds).

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Top photo editors will often have "auto-fix" tools to optimize colors, lighting, sharpness and more, all with a single click. But they’re often short on configuration options, and some editors may not have any automatic fixes at all.

AutoHDR is a tiny stand-alone replacement for other image enhancers. Drag and drop a photo, click Process, then Save: it could be as simple as that.

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As companies grow, their IT systems tend to expand in a way that can lead to them becoming unwieldy and hard to control. Hyperconvergence is about simplifying things by consolidating the IT infrastructure into a virtualized system, this reduces the number of devices, cuts maintenance costs and ensures there are fewer potential points of failure, making systems more resilient.

Essentially it’s a software defined architecture that merges storage, networking and other resources on a single system based on commodity hardware. The benefits of this include being able to manage the whole thing as a single system through a common tool set.

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There are too many dang Linux distributions and desktop environments nowadays. This is frustrating, as it spreads developer resources too thin. In other words, developers are often working on too many separate projects that further fragments the community. Linux on the desktop could be much further along if teams pooled resources and focused on a narrower field of development.

Today, Clement Lefebvre, Linux Mint leader, concedes that his team simply doesn't have the resources to meet its goals. You see, the team is finding it very difficult to maintain a KDE Plasma version of its operating system, so it has turned to the Kubuntu team instead. The question becomes, why bother? KDE users should simply use Kubuntu and the Linux Mint team should stay focused on Cinnamon and Mate. Am I right?

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Microsoft pushed out a new cumulative update to the Windows 10 release channel yesterday, and a number of users are reporting that it’s causing their internet connection to stop working, although there’s speculation that the update isn’t the cause at all.

The update, KB3201845, is designed to fix various issues with the new operating system and was first issued to Windows Insiders in November but the problem clearly wasn’t flagged up with it then, and some people are saying the problem started for them before the update was rolled out.

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In addition to news and reviews, we also regularly publish 'How to' guides here on BetaNews.

These are often very popular and cover a range of topics, software, and services. Taking a look back, as is the tradition at this time of year, I thought it would be good to revisit the most popular guides published in the past 12 months.

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The recent US elections served up plenty of drama and even more suspense as the campaign entered its final stretch. Pollsters and forecasters crunched data continuously to accurately predict the paths to victory or defeat for both parties.

One of the most publicized concepts was the supposed "blue firewall", a group of states that had consistently voted for the Democratic party in past elections. If the Democrats could hold onto their lead in these states, they’d all but guarantee victory, or so the polling experts predicted…

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The driving force behind the shifts we’ve seen to Agile, DevOps and Automation, are the business needs of the companies we serve. Doing more with less and delivering it sooner than the competition is what differentiates leading companies from the rest of the pack.

Once a competitor delivers relevant features, which are faster and better quality, you WILL lose market share. In the age of Agile Development, enterprises must be capable of moving rapidly to deal with ever changing requirements, while still providing quality results, all while dealing with limited resources.

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