Along with the transition to an app-based world comes the exponential growth of data. However, most of the data is unstructured and hence it takes a process and method to extract useful information from the data and transform it into understandable and usable form. This is where data mining comes into picture. Plenty of tools are available for data mining tasks using artificial intelligence, machine learning and other techniques to extract data.
Open source has already won the enterprise, and we’ll continue to see use cases expanding into new environments, according to Red Hat, Inc. CIO Lee Congdon. During a live interview at this week’s Splunk conference, Congdon explains the reasons behind open source’s enterprise victory. he feels open source is best suited for the enterprise, highlighting that as communities come together, people manage to solve their business issues, support each other, and gain recognition from peers and vendors.
AH Google Logo Colored 1.6Each year Google facilitates contests and mentorships to help students from all over the world gain valuable experience in the field of open source code development. Google has recently revealed some of the information regarding their upcoming Code-In and Summer of Code events. The Code-In will begin this upcoming December and last until mid- January. The Summer of Code will begin in May of 2015 and last until August. According to their official statement regarding these programs, Google states that “we are passionate about introducing students to open source software development. Since 2005, the Open Source Programs team at Google has worked with over 10,000 students and over 485 open source projects in a variety of fields to create more code for us all.”
The culture and environment in an open source community makes a big difference, and the same is true for company cultures. A lot has been written about this issue elsewhere, and you can find some great examples of how this happens on the Geek Feminism Wiki FLOSS webpage. In open source communities and at Red Hat, there's a strong desire for meritocracy—letting the best ideas win, regardless of their source. But diversity is a crucial component of meritocracy. How can we be confident that we have access to the very best ideas, if we are missing the perspectives of distinct groups of the population? Including people from many different backgrounds and cultures leads to greater diversity of thought and ideas. Research indicates that diverse groups are more innovative and make better decisions. For the technology industry and for open source communities, the lack of women is particularly concerning, because women represent half of the global population and workforce. In the past few years, I've also become increasingly interested in the role of unconscious bias and how it impacts the job application and interview process. Our human tendency is to instinctively prefer and value people who send unconscious signals that they're one of us—that they share our beliefs, background, or other social interests. It's easy for us to overlook the contributions of someone who comes from a different gender or culture. We don't even realize that we're doing it, and we construct explanations for our preferences that seem rational. Unconscious bias a fascinating topic, and plenty has been written about it, so I encourage everyone to seek out that information and put it to good use. It's something that Red Hat now educates our associates on, as part of our job interviewer training. I think it's equally relevant when it comes to cultural norms within open source communities.
The German town of Gummersbach announced that this summer it has completed its switch to Linux PCs, retiring a decade-old proprietary operating system no longer supported by the IT vendor. The migration has saved the town a five-figure sum, and Gummersbach expects a further reduction of IT costs, a combination of savings on proprietary licences and lower hardware costs.
On this historic Wednesday, the Government was interfacing with the IT community to discuss among others the draft FOSS and Open Standards Policy and the National FOSS Strategy. This is the very reason that made it indeed historic, finally FOSS has arrived. While a few other African countries make mention of FOSS in their ICT related policies, one can hardly identify those that have come up with specific policies and strategies addressing FOSS. South Africa and now Uganda are going the extra mile to take the bull by the horn with the hope that others may follow.
In the guide, I wrote about doing your research by casting a wide net, then evaluating yourself (your skills, your goals, and your time). In this evaluation to find the right fit, I looked at my motivations and skills, made a list of goals, and named a few target projects. Because this isn’t my first rodeo, I take a good, hard look at my track record. What can I learn from the ones that didn't stick to find the one that will? I notice patterns I can avoid and see how they line up against my new list of goals and skills. Then, I evaluate four open source projects and their communities to see if they might be a good fit. See the winner at the end!
“NoSQL is definitely a component of Big Data and is part of the strategy of storing and managing very fast but simple operations over simple data,” Seglau explained to hosts Jeff Kelly and Jeff Frick. Oracle’s namesake relational system has a notoriously difficult time handling that kind of unstructured information, a critical gap that leaves the vendor little choice but to embrace the new paradigm of enterprise data management.
Platform reuse and open source technology are guiding IT principles being championed by GSA's CIO, Sonny Hashimi. The agency's new IT integration policy requires all new projects that are undertaken within GSA to follow several IT principles. For example, GSA must consider the reuse of its existing platforms before any new investments are contemplated.
Not all open-source projects are created equal. There are plenty that have not been touched in years -- heck, I probably wrote a few of them. If you're going to rely on a community-contributed open-source project, you'll want to ensure the code is up to your standards and that the community will continue to support it throughout the project's life cycle.