Tag: workflow

Feed: R-bloggers. Author: sang-heon lee. [This article was first published on K & L Fintech Modeling, 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 post gives a brief introduction to a workflow of machine learning model and mostly used R packages before diving into the details. Given a problem to be solved, all machine learning (ML) models use the same input but different output. It is, therefore, useful to understand a common ... Read More

Feed: AWS Architecture Blog. This Field Notes blog post in 2020 explains how to build an Autonomous Driving Data Lake using this Reference Architecture. Many organizations face the challenge of ingesting, transforming, labeling, and cataloging massive amounts of data to develop automated driving systems. In this re:Invent session, we explored an architecture to solve this problem using Amazon EMR, Amazon S3, Amazon SageMaker Ground Truth, and more. You learn how BMW Group collects 1 billion+ km of anonymized perception data from its worldwide connected fleet of customer vehicles to develop safe and performant automated driving systems. Architecture Overview The objective of ... Read More

Feed: AWS Architecture Blog. This post was co-written by Winn Oo and Brendan Byam of CohnReznick and Rajeswari Malladi and Shanthan Kesharaju CohnReznick is a leading advisory, assurance, and tax firm serving clients around the world. CohnReznick’s government and public sector practice provides claims audit and verification services for state agencies. This process begins with recipients submitting documentation as proof of their claim expenses. The supporting documentation often contains hundreds of filled-out or scanned (sometimes handwritten) PDFs, MS Word files, Excel spreadsheets, and/or pictures, along with a summary form outlining each of the claimed expenses. Prior to automation with AWS ... Read More

Feed: AWS Big Data Blog. Customers are adopting event-driven-architectures to improve the agility and resiliency of their applications. As a result, data engineers are increasingly looking for simple-to-use yet powerful and feature-rich data processing tools to build pipelines that enrich data, move data in and out of their data lake and data warehouse, and analyze data. AWS Glue is a serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, machine learning, and application development. AWS Glue provides all the capabilities needed for data integration so that you can start analyzing your data and ... Read More

Feed: AWS Compute Blog. Author: Benjamin Smith. AWS recently introduced Workflow Studio for AWS Step Functions. This is a new visual builder for creating Step Functions workflows in the AWS Management Console. This post shows how to use the Workflow Studio for rapid workflow prototyping. It also explains how to transition to local development, integrating the prototype with your infrastructure as code templates. Since its release in December 2016, developers have been building Step Functions workflows with Amazon States Language (ASL) to orchestrate multiple services into business-critical applications. Developers wanted faster ways to prototype and build orchestration workflows without writing ... Read More

Feed: Recent Announcements. Workflow Studio is a new visual workflow designer for AWS Step Functions that makes it faster and easier to build workflows using a drag and drop interface in the AWS console. AWS Step Functions is a workflow orchestration service that makes it easy to build distributed applications, automate IT and business processes, and build data and machine learning pipelines using AWS services. You can compose services such as AWS Lambda, Amazon ECS, and AWS Glue into scalable, fault-tolerant workflows and applications. Now, with the Workflow Studio for AWS Step Functions, you can build state machine based workflows visually ... Read More

Feed: R-bloggers. Author: Less Likely. [This article was first published on Less Likely, 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. Related ... Read More

Feed: The Connector by Workato. Author: Jon Gitlin; Though it seems unfathomable, the average employee hops between their applications more than 1,000 times a day. This lowers employee productivity; it provides an unpleasant work experience; and it can lead to costly human errors, such as adding information in the wrong places. To help your team avoid the daily grind of moving between applications, and to empower them to focus on more critical and thoughtful tasks instead, you can engage in workflow integration. We’ll break down everything you need to know about this topic. This includes defining the term, outlining its ... Read More

Feed: AWS Compute Blog. Author: Benjamin Smith. This blog is part 4 of the “Getting started with serverless for developers” series, helping developers start building serverless applications from their IDE. Many “getting started” guides demonstrate how to build serverless applications from within the AWS Management Console. However, most developers spend the majority of their time building from within their local integrated development environment (IDE). The next two blog posts in this series focus on the serverless developer workflow. They describe how to check logs, test, and iterate on business logic while building locally, and how this differs from traditional applications ... Read More

Feed: Recent Announcements. Today, AWS Premium Support launches Support Automation Workflows (SAW) to enable self-service diagnosis and remediation for AWS customers. Further, we are launching additional advanced runbooks that will be available to Enterprise and Business Support customers for faster issue resolution. You can utilize runbooks built by AWS Premium support in your AWS accounts to help diagnose and resolve common issues. These runbooks follow AWS best practices and lessons learned from supporting thousands of customers. For example, you can use the AWSSupport-CollectEKSInstanceLogs runbook to gather operating system and relevant log files from Amazon Elastic Kubernetes Service (Amazon EKS) to ... Read More