Source: iflscience.com Machine learning (ML) is a method by which algorithms adapt their activity using inputted data, rather than being programmed to do so. But building and “training” these algorithms takes time, and can often ingrain human biases. To overcome these limitations, and enable further innovation in machine learning, researchers have explored the field of AutoML, whereby Read More
Tag: software
Source: sciencemag.org Artificial intelligence (AI) is evolving—literally. Researchers have created software that borrows concepts from Darwinian evolution, including “survival of the fittest,” to build AI programs that improve generation after generation without human input. The program replicated decades of AI research in a matter of days, and its designers think that one day, it could Read More
Source: analyticsinsight.net The age of traditional computers is reaching its limit. Without innovations taking place, it is difficult to move past the technology threshold. Hence it is necessary to bring major design transformation with improved performance that can change the way we view computers. The Moore’s law (named after Gordon Moore, in 1965) states that Read More
Source: interestingengineering.com Ever wanted to learn Python? The complex coding language can be hard to master but not with this bundle: Coding with Python: The Ultimate Training for Aspiring Developers Bundle. The bundle offers over 91 hours of instruction on basic to advanced Python programming from top-rated instructors such as Jose Salvatierra and Rob Percival. The Read More
Source: appdevelopermagazine.com Infragistics is excited to announce a major upgrade to its embedded data analytics software, Reveal. In addition to its fast, easy integration into any platform or deployment option, Reveal’s newest features address the latest trends in data analytics: predictive and advanced analytics, machine learning, R and Python scripting, big data connectors, and much more. These Read More
Source: e3zine.com According to software vendors executing the big data projects, the answer is clear: More data means more options. Then add a bit of machine learning (ML) for good measure to get told what to do, and the revenue will thrive. This is not really feasible. Therefore, before starting a big data project, a Read More
Source: thebulwark.com anaging uncertainty and acquiring data are hard even in the best of circumstances. In the middle of a global pandemic? Good luck. The world is getting a crash course in the uncertainty of medicine, a discipline that is informed by science and strives to be scientific, but which operates far more often than Read More
Source: analyticsindiamag.com The one thing that is common between development projects and data projects is that they both hold a lot of promise. But, at the time of rolling out production, the latter is delivered late and once that is done, they tend to underperform. One of the main reasons for their potential underperformance is Read More
Source: trendingnewsbuzz.com Artificial Intelligence is one of the most complex subjects in the world. A good understanding of AI would land you a great job for sure. AI has become a fundamental department in tech giants like Google, Amazon, etc. What is Artificial Intelligence? It is a complex subject that deals with making a computer process Read More
Source: towardsdatascience.com Software engineering has blown up to encompass more than 1million employees in the US as of 2018 and is not forecasted to slow in growth. Next to come is the machine learning engineer, who takes an automation or decision making problem and applies cutting edge tools to it. With the pervasive nature of machine learning (particularly deep Read More
Source: demotix.com We dawn in an era where everything has shifted to the digital space. Everything today seems possible by the touch of a few buttons and voila! But have you ever asked yourself how this is so? Well, thankfully, there are a number of computer languages that you can study to have an understanding Read More
Source: jaxenter.com Developers and their applications are the backbone of organisations across the world. But in recent years, large scale security breaches have put data protection at the forefront for product development teams. With the likes of the GDPR now in place, security must be a priority. So who is stepping up to take responsibility for the Read More
Source: towardsdatascience.com The following is based on my observations of machine learning teams — not an academic survey of the industry. For context, I’m a contributor to Cortex, an open source platform for deploying models in production. This March, Starsky Robotics—the popular autonomous trucking startup—announced they would be shutting down. In his post-mortem, founder Stefan Seltz-Axmacher explained Read More
Source: geospatialworld.net We are witnessing the impact of evolving technology on multiple levels: data collection, analysis, storage, output representation. The cutting-edge collection techniques can gather much more data than ever before at the fastest rates possible. Not just the same data we once obtained, but data sets that now include new metrics such as color, intensity, even temperature. LIDAR data, for Read More
Source: somagnews.com The new fraud method of cybercriminals is frauds using artificially cloned sounds. Experts say that along with voice cloning, their voices are no longer safe. The examples presented by Vijay Balasubramaniyan from the cyber security company Pindrop at the RSA Conference show the dimensions of fraud. According to Balasubramaniyan, cyber world fraudsters can Read More
Source: networkworld.com Cisco and Microsoft have tied together their edge-to-cloud software packages in an effort to ease the management of IoT devices. Specifically, Cisco this week said it will meld its recently announced Intelligent Edge software with Microsoft’s Azure IoT Hub. Cisco Edge Intelligence runs on Cisco’s IoT packages and gathers data from connected devices to create logical flows Read More
Source: Dr Marc Warner is chief executive and co-founder of AI company Faculty, and a member of both the Digital Economic Advisory Council and the AI Council. But as Britain sets its own course on everything from immigration to fishing, there is one area where the battle for influence is only just kicking off: the Read More
Source: techwireasia.com Both the experience economy and pace of technological change continues to move at breakneck speed. Businesses are now expected to deploy new software, services and add new code at a rate that is forcing many leaders to rethink their increasingly dated-looking architectural structures. Traditionally, if you dared to look under the hood of Read More
Source: fool.com Big data analytics specialist Alteryx (NYSE:AYX) has been on a tear to start 2020. At first glance, it’s not difficult to understand why. Alteryx is a leading software company in the field of big data analytics. This sector is one of the hottest in the technology market, as businesses ranging from healthcare to retail to oil Read More
Source: solutionsreview.com Analyst house Gartner, Inc. recently released the 2020 version of its Magic Quadrant for Data Science and Machine Learning Platforms. Gartner defines this software space as enabling “expert data scientists, citizen data scientists and application developers to create, deploy and manage their own advanced analytic models.” The market is seeing rapid changeover as vendors incorporate Read More
Source: poetsandquants.com From Wall Street trading floors to Amazon’s huge knowledge base on customer preferences to Tesla’s self-driving software to Major League Baseball’s analytics-driven front offices, Big Data—which, when connected to machine learning and/or artificial intelligence, aggregates massive datasets to analyze patterns of behavior and performance—appears to offer unlimited upside. As of 2015, information and Read More
Source: searchdatamanagement.techtarget.com Oracle introduced new data services that expand the number of services available on its cloud platform. The marquee new service from the software giant is the Oracle Cloud Infrastructure Data Science offering — an evolved version of the DataScience.com platform that Oracle acquired in 2018. The Oracle Data Science service provides an automated Read More
Source: searchapparchitecture.techtarget.com Microservices architecture became popular for its ability to create applications that are flexibly scalable, resilient and independently deployable. But despite the on-paper benefits, not all organizations will gain much from microservices adoption, due to the inherent operational complexity of these architectures. That’s what makes it important to make the transition to microservices a Read More
Source: datacenterdynamics.com Businesses and organizations, from the likes of Netflix to the BBC, are increasingly migrating from a monolithic to a microservices architecture. Microservices are a great fit for the cloud model and provide businesses with agile and customizable software. Businesses have the opportunity to quickly develop their software and stand out in an increasingly Read More
Source: fool.com Though artificial intelligence (AI) has been a hot topic among technologists for quite some time, it’s only in recent years that semiconductor, software, and cloud capabilities have gotten to the point where companies are now deploying AI on a wider basis. AI is so powerful because it can help companies on every part Read More
Source: searchapparchitecture.techtarget.com Microservices should simplify software development. In theory, we can stitch microservices together with a top layer, assembling applications out of components. The promise isn’t new, but it is worth examining. Ivar Jacobson proposed the idea of software components, like circuit-board components, in 1967. He wanted to make building software more like assembling prefabricated Read More
Source: asianage.com Rishab Bhatt, one of the best names in the computing world, is a software and web developer based in Toronto, Canada. Over the years, he has done a lot of trials and errors, after which he established a website named ‘Simple.Savr’, a text and file-sharing website with more than 60K users per month Read More
Source: novuslight.com Euresys announced the availability of a new Deep Learning library: EasySegment works in unsupervised mode. After being trained with “good” images only, it can detect and segment anomalies and defects in new images. EasySegment works with any image resolution, supports data augmentation and masks, and is compatible with CPU and GPU processing. The new Read More
Source: crn.com.au Google partner Servian has revealed that it was behind “Monty”, an AI tool Fox Sports used to predict when wickets would fall during cricket matches, and has already delivered an upgrade to the tool. Monty was developed in 2019 and works by using historical data from previous matches as well as live data, Read More
Source: techerati.com Microservices represent a radical shift in how organisations approach application development The world of enterprise software development came of age with the emergence of ‘single purpose’ software applications aligned to a specific business function. It started with accounting programmes in finance, but with time, many areas such as manufacturing, supply chain and inventory Read More