PinterestLast Mile Data Processing with Ray
This blogpost explores how Pinterest implemented Ray, an open-source framework for scaling AI and machine learning workloads, to improve dataset iteration speed from days to hours, while improving GPU utilization to over 90%, enabling faster last mile data processing.
DatabricksBest Practices for LLM Evaluation of RAG Applications
Best practices for evaluating RAG applications that leverage the chat and reasoning capabilities of large language models (LLM) for chatbots.
AWS MLAccelerate client success management through email classification with Hugging Face on Amazon SageMaker
Accelerate client success management through email classification using Hugging Face on Amazon SageMaker
AWS MLUnlocking language barriers: Translate application logs with Amazon Translate for seamless support
Addressing the challenge of debugging and providing support for non-English application logs using Amazon Translate in CloudWatch.
AWS MLAmazon SageMaker simplifies the Amazon SageMaker Studio setup for individual users
Simplified Quick setup experience in Amazon SageMaker allows individual users to launch Amazon SageMaker Studio with default presets in minutes.
Snorkel AIFormer U.S. Chief Data Scientist on past and future of data science
Discussion between former U.S. Chief Data Scientist and Snorkel AI CEO on the history and future of data science
MetaMeta Quest 2: Defense through offense
Exploring a vulnerability in the Meta Quest 2's Android-based OS to enhance its security through manual code reviews.
DatabricksImprove Lakehouse Security Monitoring using System Tables in Databricks Unity Catalog
Improving lakehouse security monitoring by leveraging system tables in Databricks Unity Catalog
DuolingoDear Duolingo Bonus: exceptions and explanations for words that are the same worldwide
Exploring exceptions and explanations for universally known words in different languages.
MIT AIAI model speeds up high-resolution computer vision
An AI model that enhances image quality in video streaming and enables real-time identification of road hazards for autonomous vehicles.
AWS MLFalcon 180B foundation model from TII is now available via Amazon SageMaker JumpStart
The blogpost discusses how to discover and deploy the Falcon 180B foundation model via Amazon SageMaker JumpStart for running inference.
AWS MLAmazon SageMaker Domain in VPC only mode to support SageMaker Studio with auto shutdown Lifecycle Configuration and SageMaker Canvas with Terraform
Amazon SageMaker Domain in VPC only mode enhances support for SageMaker Studio and SageMaker Canvas with auto shutdown Lifecycle Configuration and Terraform integration.