Tag: machine learning

Feed: CIO. Author: . The perception that the disruptions of 2020 would result in IT projects being stalled or retired hasn’t played out. Rather, it’s the opposite. While overall IT budgets have declined, in areas critical to business health, such as digital transformation, investment is booming. IDC data suggests that spending on digital transformation projects will grow 10.4 per cent for the year.The reason behind the investment ranges from organisations looking to fortify their business resilience through the disruption (for example, by allowing staff to work remotely), through to a desire to prepare the business for the other end of ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: AI. Mobile applications based on machine learning are reshaping and affecting many aspects of our lives. Implementing machine learning on mobile devices faces various challenges, including computational power, energy, latency, low memory, and privacy risks. In this article, we investigate the current state of implementing machine learning for mobile applications, providing an overview of five architectures commonly used for this purpose and the ways in which they address the given challenges. We also discuss their pros and cons, providing recommendations for each architecture. Additionally, we review recent studies, popular toolkits, cloud ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Aileen Scott. Data scientist! The most awaited job for candidates who’ve got the affinity for statistics and mathematics. With data growing at an exponential rate, data science now becomes an appealing career path. Data science is super technical, interesting, and tough to get into. However, making an entrance as a data scientist may not be as challenging as you think. First, know that data is being generated in the blink of an eye. To be precise, according to the “2021 Robert Half Technology Salary Guide” data scientist touts to be one ... Read More

Feed: Recent Announcements. To add tags, you can go the the Amazon CodeGuru dashboard within the AWS console and navigate to the “Associate repository” console page. After choosing the repository provider, you will now see a new “Add new tag” option. In the “Key”, you can enter a name for the tag and add an optional value for the tag in “Value”. You can also add more tags by choosing the “Add tag” option again. Additionally, you can create a policy that denies or allows actions on code reviews based on their associated repository's resource tags. For example, you can ... Read More

Feed: AWS Public Sector Blog. Author: Elliot Stewart. The COVID-19 pandemic is driving a parallel “infodemic”: the rapid spread of competing and often harmful narratives about the virus. Social media plays a central role in this infodemic, serving as a forum for the spread and evolution of theories and beliefs with origins in broadcast, print, online news, blogs, and other digital arenas. The ability of decision-makers to understand the role of social media in spreading ideas and beliefs is limited by the scale of activity on these platforms, where users produce millions of posts per day. To help navigate this ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Kurt Cagle. From the Editor's Desk One of the biggest impacts the pandemic has had is the complete turmoil that it has left of the educational system in most countries. Extended lockdowns and the need for social distancing have played havoc with the traditional mode of gathering students together into classrooms led by teachers working from blackboards. What has replaced it has been virtual classrooms - teachers reaching out to students at their homes, instructional materials morphed into web portals, interactive demos, zoom meetings, and tracking of progress through cloud-based data ... Read More

Feed: SAS Blogs. Author: Alison Bolen. Most New Yorkers like to fantasize about owning and living in a classic New York City brownstone, complete with high ceilings, large windows and a front stoop. You can picture yourself sitting there alongside the iron railing with a cup of coffee while you watch the city wake up and come to life around you. "I saw for myself I was not going to be a homeowner in NY. It was not attainable."– Sheri Grice, Project Manager, SAS Eventually, you realize the enormous obstacles to owning and maintaining the iconic home of your fantasies ... Read More

Feed: R-bloggers. Author: R Views. [This article was first published on R Views, and kindly contributed to R-bloggers]. (You can report issue about the content on this page here) Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. One hundred fifty-six new packages made it to CRAN in October. Here are my “Top 40” selections in eight categories: Computational Methods, Data, Epidemiology, Mathematics, Machine Learning, Statistics, Utilities, and Visualization. Computational Methods mcmcensemble v 2.0: Provides ensemble samplers for affine-invariant Monte Carlo Markov Chain algorithms which allow a faster convergence for ... Read More

Feed: CronJ. Author: Nupur Pal; What are the two things that come to your mind when you step on the road? We can bet that they are safety and security. And why won’t they occur to you. We tend to live in a world when anything can happen at any point of time. Therefore, newer technologies are evolving to improve these two words. AI in security solutions is one such technology.AI has provided some concrete security solutions to many industries. Software like AI video analytics and IoT help to improve surveillance facilities. Furthermore, we can say that AI is our ... Read More

Feed: Recent Announcements. These instances deliver up to 30% higher throughput and up to 45% lower cost per inference than Amazon EC2 G4 instances, which were already the lowest cost instance in the cloud for machine learning inference. Inf1 instances are ideal for applications such as image recognition, natural language processing, personalization and anomaly detection.  Developers can manage their own machine learning application development platforms by either launching Inf1 instances with AWS Deep Learning AMIs, which include the Neuron SDK, or using Inf1 instances via Amazon Elastic Kubernetes Service (EKS) or Amazon Elastic Container Service (ECS) for containerized ML applications ... Read More