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The Palantir Foundry Ontology enables organizations to withstand crisis — from war in Ukraine, an energy crisis in Europe, inflation, to rising tensions in the Pacific. In the last few years alone, the Ontology has powered: Support for refugee relief across Europe amid the war in Ukraine Evacuating 15,000 Afghan refugees on 24 hours’ notice Elective waiting list management for Chelsea …
by Jasmine Omeke, Obi-Ike Nwoke, Olek Gorajek Intro This post is for all data practitioners, who are interested in learning about bootstrapping, standardization and automation of batch data pipelines at Netflix. You may remember Dataflow from the post we wrote last year titled Data pipeline asset management with Dataflow. That article was a deep dive into one …
“Intelligent document processing (IDP) solutions extract data to support automation of high-volume, repetitive document processing tasks and for analysis and insight. IDP uses natural language technologies and computer vision to extract data from structured and unstructured content, especially from documents, to support automation and augmentation.” – Gartner The goal of Amazon’s intelligent document processing (IDP) …
Typically, data scientists retrain models at regular intervals to keep them fresh and relevant. This practice may turn out to be costly if the model is trained too often or inefficient if the model training isn’t frequent enough to serve the business. Ideally, data scientists prefer to continuously evaluate the models and intentionally retrain models …
Read more “Improving model quality at scale with Vertex AI Model Evaluation”
Bio-pharma organizations can now leverage quick start tools and setup scripts to begin running scalable workloads in the cloud today. This capability is a boon for research scientists and organizations in the bio-pharma space, from those developing treatments for diseases to those creating new synthetic biomaterials. Google Cloud’s solutions teams continue to shape products with …
More than 75 million people speak Telugu, predominantly in India’s southern regions, making it one of the most widely spoken languages in the country. Despite such prevalence, Telugu is considered a low-resource language when it comes to speech AI. This means there aren’t enough hours’ worth of speech datasets to easily and accurately create AI …
Read more “Speech AI Expands Global Reach With Telugu Language Breakthrough”
Visual anomaly detection, an important problem in computer vision, is usually formulated as a one-class classification and segmentation task. The student-teacher (S-T) framework has proved to be effective in solving this challenge. However, previous works based on S-T only empirically applied constraints on normal data and fused multi-level information. In this study, we propose an …
Read more “DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection”
(Editor’s Note: This is the second post in the Passwordless Authentication Series, which shares insights from our journey on enforcing FIDO2 authentication via hardware authenticators (YubiKeys) across all of Palantir. While Palantir has enforced mandatory strong multi-factor authentication for well over a decade, hardware-backed authentication using FIDO2 represents the strongest form of modern authentication available.) …
Read more “Technical Controls, Rollout, and Edge Cases (Passwordless Authentication Series, #2)”
Posted by Corey Lynch, Research Scientist, and Ayzaan Wahid, Research Engineer, Robotics at Google A grand vision in robot learning, going back to the SHRDLU experiments in the late 1960s, is that of helpful robots that inhabit human spaces and follow a wide variety of natural language commands. Over the last few years, there have …
Amazon SageMaker JumpStart is the Machine Learning (ML) hub of SageMaker providing pre-trained, publicly available models for a wide range of problem types to help you get started with machine learning. JumpStart also offers example notebooks that use Amazon SageMaker features like spot instance training and experiments over a large variety of model types and …
Read more “Illustrative notebooks in Amazon SageMaker JumpStart”