Tag: workflow

Feed: Microsoft Azure Blog. Author: Shivani Patel. It's exciting to see the Pytorch Community continue to grow and regularly release updated versions of PyTorch! Recent releases improve performance, ONNX export, TorchScript, C++ frontend, JIT, and distributed training. Several new experimental features, such as quantization, have also been introduced. At the PyTorch Developer Conference earlier this fall, we presented how our open source contributions to PyTorch make it better for everyone in the community. We also talked about how Microsoft uses PyTorch to develop machine learning models for services like Bing. Whether you are an individual, a small team, or a large enterprise, managing ... Read More

Feed: R-bloggers. Author: Roman Pahl. [This article was first published on Roman Pahl, 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. The setup The RStudio notebook is a great interactive tool to build a statistical report. Being able to see statistics and graphs right on the fly probably has saved me countless hours, especially when building complex reports. However, one thing that has always bothered me was the way tables are displayed in ... Read More

Feed: R-bloggers. Author: Business Science. [This article was first published on business-science.io, 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. This article comes from Diego Usai, a student in Business Science University. Diego has completed both 101 (Data Science Foundations) and 201 (Advanced Machine Learning & Business Consulting) courses. Diego shows off his progress in this Customer Churn Tutorial using Machine Learning with parsnip. Diego originally posted the article on his personal website, ... Read More

Feed: MemSQL Blog. Author: Floyd Smith. How does a major technology services company equip itself to compete in the digital age – and provide services so outstanding that they can significantly advance the business prospects of their customers? All while reducing complexity, cutting costs, and tightening SLAs – in some cases, by 10x or more? For one such company, the solution is to deliver real-time, operational analytics with Kafka and MemSQL. In this company, data flowed through several data stores, and from a relational, SQL database, into NoSQL data stores for batch query processing, and back into SQL for BI, ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Igor Bobriakov. Programming languages are a tool for the realization of many powerful data science applications. But, there are so many of them and it has become confusing to choose the optimal one for your specific project. In this article, we are going to talk about popular languages for Data Science and briefly describe each of them. Python Python is a modern, general-purpose, high-level, dynamic programming language. It can be used for integrating with web apps or incorporate statistics code into a production database. There are a lot of libraries, which can ... Read More

Feed: Feed | Tractica. Author: Keith Kirkpatrick. Automation is the key to gaining efficiency in many industries. But for some types of work, basic automation, often referred to as robotic process automation (RPA), won’t suffice due to the complexity of the tasks. These can include assessing and analyzing content, finding patterns in data, and making decisions based on those findings. The legal industry is one vertical market that is ripe for increasing automation, particularly with respect to the review and analysis of legal contracts. While some information in a contract can be considered standard or boilerplate, most contracts contain very ... Read More

Feed: AWS Partner Network (APN) Blog. Author: Pranay Sharma. By Pranay Sharma, Cloud Application Architect at AWSBy Srijit Mitra, DevOps Consultant at AWSAutomation is becoming more and more critical to organizations needing to manage and govern cloud infrastructure. Cloud Conformity’s auto-remediation tool helps to alleviate security and compliance concerns by using AWS Lambda to fix any non-compliant resources within your Amazon Web Services (AWS) account. Cloud Conformity is an assurance and governance tool that continuously monitors one or more AWS services based on AWS Well-Architected best practices. Each rule (best practice) comes with its own violation remediation steps via the ... Read More

Feed: Recent Announcements. Development teams collaborate on GitHub to share their code and commit changes quickly, but actually getting the code to run in the cloud is seen as a multi-step error-prone task. For containerized applications, a developer needs to build an image, publish it to a registry, create a ‘manifest’ type file describing the application for the orchestrator e.g. Task Definition or pod spec, deploy the manifest, run the task or pod, and finally check if the app is healthy. Developers want faster deployment times and to focus on their code velocity, not necessarily the details of how their ... Read More

Feed: Puppet Blog Feed. Author: Andrew Nhem; In this podcast, Eric Sorenson and Melissa Sussmann will be exploring the challenges that DevOps engineers face in using cloud-native infrastructure and how Puppet can help with your deployments.Continuous deployment is essential to the growing cloud-native space, especially in the case of containerization. Everyone we’ve interviewed is looking to adopt cloud-native technologies, but they face significant challenges in adopting containers, microservices, and serverless infrastructure for even simple cloud-native applications. Project Nebula provides automation that helps customers easily work on provisioning, rollbacks, application deployment, and notifications all through one tool. Nebula also provides teams ... Read More

Feed: Big Data Made Simple. Author: Guest. Have you ever thought you can make money by knowing how many restaurants there are in a square mile? There is no free lunch, however, if you know how to use Google Maps, you can extract and collect the restaurant’s GPS and store them in your own database. With that information on hand and some math calculations, you are off to creating a big data online service.In this article, I will show you how to quickly extract Google Maps coordinates with a simple and easy method. Let’s dive right into it.It is tricky to notice ... Read More