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Climate Cardinals: Bridging the climate information gap with AI-powered translations

by AI Generated Robotic ContentFAANG June 7, 2023Comments are Disabled

Editor’s note: On a trip to visit family in Iran, Sophia Kianni made an alarming observation. Despite facing the disproportionate impacts of climate change, and with temperatures in the Middle East rising twice as fast as the global average, her relatives knew almost nothing about the world’s environmental challenges. When she realized that scientific literature …

Fish-Farming Startup Casts AI to Make Aquaculture More Efficient, Sustainable

by AI Generated Robotic ContentFAANG June 7, 2023Comments are Disabled

As a marine biology student, Josef Melchner always dreamed of spending his days cruising the oceans to find dolphins, whales and fish — but also “wanted to do something practical, something that would benefit the world,” he said. When it came time to choose a career, he dove head first into aquaculture. He’s now CEO …

Generative AI Chatbot in eCommerce: Use Cases, Benefits, and Statistics Behind

by AI Generated Robotic ContentFAANG June 6, 2023Comments are Disabled

Consumer expectations are evolving, and running a successful eCommerce business demands a lot more than it did a few years ago. Customers are more informed and want a fast, seamless, and smart user interface. To deliver on these new customer demands, eCommerce brands are using AI-driven processes to deliver personalized experiences. And Conversational AI with …

Fast Class-Agnostic Salient Object Segmentation

by AI Generated Robotic ContentFAANG June 6, 2023Comments are Disabled

Native Frame Rate Playback

by AI Generated Robotic ContentFAANG June 6, 2023Comments are Disabled

by Akshay Garg, Roger Quero Introduction Maximizing immersion for our members is an important goal for the Netflix product and engineering teams to keep our members entertained and fully engaged in our content. Leveraging a good mix of mature and cutting-edge client device technologies to deliver a smooth playback experience with glitch-free in-app transitions is an …

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7 steps for managing the work order process

by AI Generated Robotic ContentFAANG June 6, 2023Comments are Disabled

Work orders are the driving force behind any organization’s asset management apparatus. Whenever a person or entity submits a service request, the maintenance team that receives it must create a formal paper and/or digital document that includes all the details of maintenance tasks and outlines a process for completing the tasks. That document is called …

Use Amazon SageMaker Canvas to build machine learning models using Parquet data from Amazon Athena and AWS Lake Formation

by AI Generated Robotic ContentFAANG June 6, 2023Comments are Disabled

Data is the foundation for machine learning (ML) algorithms. One of the most common formats for storing large amounts of data is Apache Parquet due to its compact and highly efficient format. This means that business analysts who want to extract insights from the large volumes of data in their data warehouse must frequently use …

From Receipts to Riches: Save Money w/ Google Cloud & Supermarket Bills – Part 2

by AI Generated Robotic ContentFAANG June 6, 2023Comments are Disabled

Manual document classification and extraction is still a time-consuming and difficult task for many organizations. This blog series aims to demonstrate how Google Cloud products like Document AI and BigQuery can be used together to help organizations eliminate manual document processing. In the first part of this blog series, we discussed how to digitize grocery …

Microsoft Bing Speeds Ad Delivery With NVIDIA Triton

by AI Generated Robotic ContentFAANG June 6, 2023Comments are Disabled

Jiusheng Chen’s team just got accelerated. They’re delivering personalized ads to users of Microsoft Bing with 7x throughput at reduced cost, thanks to NVIDIA Triton Inference Server running on NVIDIA A100 Tensor Core GPUs. It’s an amazing achievement for the principal software engineering manager and his crew. Tuning a Complex System Bing’s ad service uses …

Robustness in Multimodal Learning under Train-Test Modality Mismatch

by AI Generated Robotic ContentFAANG June 3, 2023Comments are Disabled

Multimodal learning is defined as learning over multiple heterogeneous input modalities such as video, audio, and text. In this work, we are concerned with understanding how models behave as the type of modalities differ between training and deployment, a situation that naturally arises in many applications of multimodal learning to hardware platforms. We present a …