Python
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Cloud Sherpas Releases Open-Source Framework For Short-Cutting Google Apps Development
The 'Ferris' platform uses Python development tools and is designed to dramatically reduce application development time. Read More »
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Cloudera Unveils Open Source Workbench to Accelerate Data Science and Machine Learning
Cloudera, Inc., the provider of the leading modern platform for machine learning and advanced analytics built on the latest open source technologies, announced the general availability of the Cloudera Data Science Workbench, its self-service tool for data scientists. The workbench, announced in beta at Strata+Hadoop World San Jose 2017, enables fast, easy and secure self-service data science for the enterprise. "We are entering the golden age of machine learning and it's all about the data. However, data scientists continue to struggle to build and test new analytics projects as fast as they would like, particularly in large scale environments," said Charles Zedlewski, senior vice president, Products at Cloudera.
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Continuum Analytics Teams Up with Intel for Python Distribution Powered by Anaconda
Continuum Analytics, the creator and driving force behind Anaconda, the leading Open Data Science platform powered by Python, is pleased to announce a technical collaboration with Intel resulting in the Intel® Distribution for Python powered by Anaconda. Intel Distribution for Python powered by Anaconda was recently announced by Intel and will be delivered as part of Intel® Parallel Studio XE 2017 software development suite. With a common distribution for the Open Data Science community that increases Python and R performance up to 100X, Intel has empowered enterprises to build a new generation of intelligent applications that drive immediate business value...
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DARPA Offers Free Watson-Like Artificial Intelligence
If you wonder what the government has done for you lately, take a look at DeepDive. DeepDive is a free version of IBM's Watson developed in the same Defense Advanced Research Projects Agency (DARPA), but now available free and open-source...
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Data Notebook for Python, R Gets Reworked for the Web
Jupyter, the interactive data notebook for visualization and analysis with languages like Python and R, is undergoing a quiet but major reworking into a new product, JupyterLab. Jupyter's popularity extends beyond scientific or technical applications. Developers routinely share code snippets, sample output, and discussions of that output via Jupyter notebooks exported to HTML...
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Data Science Jobs Report 2019: Python Way Up, Tensorflow Growing Rapidly, R Use Double SAS
In my ongoing quest to track The Popularity of Data Science Software, I've just updated my analysis of the job market. To save you from reading the entire tome, I'm reproducing that section here.One of the best ways to measure the popularity or market share of software for data science is to count the number of job advertisements that highlight knowledge of each as a requirement. Job ads are rich in information and are backed by money, so they are perhaps the best measure of how popular each software is now. Plots of change in job demand give us a good idea of what is likely to become more popular in the future. Read More »
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Dedicated Engineering Team in South Africa Deploys Open Source Tools, Save Lives
In 2006, a groundbreaking TED talk used statistics to reveal surprising insights about the developing world, including how many people in South Africa have HIV despite free and available anti-retroviral drugs. Gustav Praekelt, founder of Praekelt.org, heard this TED talk and began tenaciously calling a local hospital to convince them to start an SMS program that would promote anti-retrovirals. The program that resulted from those calls became txtAlert—a successful and widely recognized mobile health program that dramatically improves medical appointment adherence and creates a free channel for patients to communicate with the hospital...
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Eclipse Updates Four Key IoT Projects, Launches a New One
The Eclipse Foundation announced new releases of four open-source IoT projects to accelerate IoT solution development. The Eclipse Foundation, which has been leading an effort to develop open-source technologies for Internet of things application development, announced that the Eclipse Internet of Things (IoT) Working Group has delivered new releases of four open-source IoT projects the group initiated over a year ago. The four projects, hosted at the Eclipse Foundation, are Eclipse Kura 2.0, Eclipse Paho 1.2, Eclipse SmartHome 0.8 and Eclipse OM2M 1.0. These projects are helping developers rapidly create new IoT solutions based on open source and open standards...
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Health Catalyst Launches Open Source Machine Learning: healthcare.ai
Use of machine learning and predictive analytics to improve health outcomes has so far been limited to highly-trained data scientists, mostly in the nation's top academic medical centers. No longer. healthcare.ai is on a mission to make machine learning accessible to the thousands of healthcare professionals who possess little or no data science skills but who share an interest in using the technology to improve patient care. By making its central repository of proven machine learning algorithms available for free, healthcare.ai enables a large, diverse group of technical healthcare professionals to quickly use machine learning tools to build accurate models...
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Hot Programming Trends from 2016
Technology is constantly moving forward—well, maybe not always forward, but always moving. Even for someone who keeps an eye on the trends and their effect on programmers, discerning exactly where things are headed can be a challenge. My clearest glimpse into open source programming trends always comes in the fall when I work with my fellow chairs, Kelsey Hightower and Scott Hanselman, and our fantastic programming committee to sculpt the coming year's OSCON (O'Reilly Open Source Convention). The proposals that we get and the number focused on specific topics turn out to be good indicators of hot trends in the open source world. What follows is an overview of the top programming trends we saw in 2016...
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How I Use Linux for Theoretical Physics
In 2008, I started studying physics and got in contact with Linux, since a bunch of people used it for data analysis and simulations. Comprehension came fast and easy with such people around, and I was strongly encouraged to get things done with Linux. I installed Ubuntu on my notebook, and soon got familiar with Bash and the standard tools. After some years I turned to theoretical physics. While I was writing my master's thesis I gained access to a workstation running Scientific Linux, and a cluster system with a few hundred cores. I was impressed that each of my peers had implemented his own customized workflow, and that it was actually possible to work entirely with the keyboard, which is inconceivable for a Windows user...
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How Linux and Makerspaces Can Strengthen Our Social Fabric
In recent years, we've seen the rise of makerspaces, a new social invention where people with shared interests, especially in STEAM (science, technology, engineering, art, and math), gather to work on projects and share ideas. I was intrigued when I learned about a makerspace in my community, because I had never heard of such a concept before. I've since learned that makerspaces offer so much more than just a place to learn and build. A well-run makerspace also knits together a community and its social fabric—and, most importantly, invites in people who might otherwise be marginalized...
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How Praekelt.org and Open Source Provide Critical Services to Enable Social Change
In Eastern and Southern Africa, women are still dying unnecessarily during the basic, natural act of giving life. According to Unicef, “In 2010, close to 58,000 women lost their lives during pregnancy and childbirth, accounting for more than one fifth of all such deaths in the world.” Gustav Praekelt, founder of the South African design and development firm Praekelt.com, was deeply affected by the high maternal mortality rate in his country and realized in 2007 that open source software and mobile phones could help provide critical information and services to combat poverty and maternal mortality rates -- among other social issues -- across the continent and potentially around the world.
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How to Use Sphinx to Give an Old Book New Life
The Internet Archive, Project Gutenberg, and Google Books are wonderful sources of historical books, but the finished products of their digitization efforts, while thorough and functional, lack that last bit of polish. For example, one of my interests is historical cooking, specifically Georgian and Regency British cookery and the contemporary period in American cookery, but the PDF versions of the relevant cookbooks are usually just basic black and white scans with no features that aid findability or searchability. The plain text versions, while more searchable, are not aesthetically pleasing and often contain numerous optical character recognition errors...
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Is the Future of mHealth Based on SMS and Inexpensive Mobile Phones?
Earlier this month the Finnish mobile phone maker, Nokia, announced that they will be re-releasing an updated version of their legendary 3310 GSM phone. Since it was first released in the early 2000s, the Nokia 3310 has gained a cult following for its incredible durability, long battery life and compact design featuring an internal antenna. Many Europeans and Americans fondly remember the 3310 as their first mobile phone, a device that made meeting up with friends in a crowd easier and a device that provided endless hours of entertainment with the timeless game Snake...
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