FAANG - Robotic Content

Symphony: Composing Interactive Interfaces for Machine Learning

by AI Generated Robotic ContentFAANG June 17, 2023Comments are Disabled

Interfaces for machine learning (ML), information and visualizations about models or data, can help practitioners build robust and responsible ML systems. Despite their benefits, recent studies of ML teams and our interviews with practitioners (n=9) showed that ML interfaces have limited adoption in practice. While existing ML interfaces are effective for specific tasks, they are …

Protecting Data with Privacy First Principles

by AI Generated Robotic ContentFAANG June 17, 2023Comments are Disabled

Data Lifecycles: Protecting Data with Privacy First Principles From the Ukraine war and COVID-19 pandemic to preventing wildfires in California and facilitating cancer research — Palantir’s impact in supporting mission critical problems is widely known. What may be less apparent is the effort it takes for our products to even be in the room when it comes …

Moving IBM Db2 on Cloud instances to MZRs

by AI Generated Robotic ContentFAANG June 17, 2023Comments are Disabled

Moving forward, all IBM DB2 on Cloud instances in Toronto and Sao Paulo must be moved to the multi-zone regions (MZRs). Multi-zone regions are a modernized approach to resource deployment that provide better resiliency, availability and consistent cloud services across different zones. They also provide higher interconnect speed between data centers for your resources. Future …

SambaSafety automates custom R workload, improving driver safety with Amazon SageMaker and AWS Step Functions

by AI Generated Robotic ContentFAANG June 17, 2023Comments are Disabled

At SambaSafety, their mission is to promote safer communities by reducing risk through data insights. Since 1998, SambaSafety has been the leading North American provider of cloud–based mobility risk management software for organizations with commercial and non–commercial drivers. SambaSafety serves more than 15,000 global employers and insurance carriers with driver risk and compliance monitoring, online …

Asset management vs. parts inventory management: What’s the difference?

by AI Generated Robotic ContentFAANG June 16, 2023Comments are Disabled

When it comes to managing assets throughout their lifecycle, business leaders know they need a comprehensive strategy in place to succeed. But they aren’t always clear on the strategic opportunities around parts inventory management and the role it plays in maintenance strategy. While asset management solutions monitor buildings, equipment, vehicles, IT assets and other items …

Speed is all you need: On-device acceleration of large diffusion models via GPU-aware optimizations

by AI Generated Robotic ContentFAANG June 16, 2023Comments are Disabled

Posted by Juhyun Lee and Raman Sarokin, Software Engineers, Core Systems & Experiences The proliferation of large diffusion models for image generation has led to a significant increase in model size and inference workloads. On-device ML inference in mobile environments requires meticulous performance optimization and consideration of trade-offs due to resource constraints. Running inference of …

Build a multilingual automatic translation pipeline with Amazon Translate Active Custom Translation

by AI Generated Robotic ContentFAANG June 16, 2023Comments are Disabled

Dive into Deep Learning (D2L.ai) is an open-source textbook that makes deep learning accessible to everyone. It features interactive Jupyter notebooks with self-contained code in PyTorch, JAX, TensorFlow, and MXNet, as well as real-world examples, exposition figures, and math. So far, D2L has been adopted by more than 400 universities around the world, such as …

Generative AI: The next phase of cloud transformation for communications service providers

by AI Generated Robotic ContentFAANG June 16, 2023Comments are Disabled

Communication service providers (CSPs) are at an inflection point. From stagnating revenues, to network strain in meeting the demands of 5G, to challenges in delivering innovative customer experiences, there’s enormous pressure on the telecommunications industry to transform. Over the past few years, CSPs around the globe have turned to artificial intelligence (AI) to address some …

Build A Codeless Chatbot and Deploy in Javascript — Kommunicate

by AI Generated Robotic ContentFAANG June 15, 2023Comments are Disabled

Build A Codeless Chatbot and Deploy in Javascript Express.js, or simply Express, is a Node.js backend web application framework. This is a lightweight and adaptable Node.js web application framework that offers a comprehensive set of features for web and mobile applications. In this article, I will make it very easy for you to understand how …

Migrating Netflix to GraphQL Safely

by AI Generated Robotic ContentFAANG June 15, 2023Comments are Disabled

By Jennifer Shin, Tejas Shikhare, Will Emmanuel In 2022, a major change was made to Netflix’s iOS and Android applications. We migrated Netflix’s mobile apps to GraphQL with zero downtime, which involved a total overhaul from the client to the API layer. Until recently, an internal API framework, Falcor, powered our mobile apps. They are now backed …