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Privacy-Enhancing Technologies (PETs): An adoption guide (Palantir RFx Blog Series, #6)

Privacy-Enhancing Technologies (PETs) ensure the responsible use of personal data, but many organizations misunderstand how they are best deployed. Editor’s note: This is the sixth post in the Palantir RFx Blog Series, which explores how organizations can better craft RFIs and RFPs to evaluate digital transformation software. Each post focuses on one key capability area …

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Discovering Creative Insights in Promotional Artwork

By Grace Tang, Aneesh Vartakavi, Julija Bagdonaite, Cristina Segalin, and Vi Iyengar When members are shown a title on Netflix, the displayed artwork, trailers, and synopses are personalized. That means members see the assets that are most likely to help them make an informed choice. These assets are a critical source of information for the member …

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Amazon SageMaker built-in LightGBM now offers distributed training using Dask

Amazon SageMaker provides a suite of built-in algorithms, pre-trained models, and pre-built solution templates to help data scientists and machine learning (ML) practitioners get started on training and deploying ML models quickly. You can use these algorithms and models for both supervised and unsupervised learning. They can process various types of input data, including tabular, …

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Scalable Annotation Service — Marken

Scalable Annotation Service — Marken by Varun Sekhri, Meenakshi Jindal Introduction At Netflix, we have hundreds of micro services each with its own data models or entities. For example, we have a service that stores a movie entity’s metadata or a service that stores metadata about images. All of these services at a later point want to …

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Best Egg achieved three times faster ML model training with Amazon SageMaker Automatic Model Tuning

This post is co-authored by Tristan Miller from Best Egg. Best Egg is a leading financial confidence platform that provides lending products and resources focused on helping people feel more confident as they manage their everyday finances. Since March 2014, Best Egg has delivered $22 billion in consumer personal loans with strong credit performance, welcomed …

What Are Large Language Models Used For?

AI applications are summarizing articles, writing stories and engaging in long conversations — and large language models are doing the heavy lifting. A large language model, or LLM, is a deep learning algorithm that can recognize, summarize, translate, predict and generate text and other content based on knowledge gained from massive datasets. Large language models …

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Palantir Announces Availability of Foundry on Microsoft Azure

Editor’s Note: Find out more on our Palantir and Microsoft page, or visit the Microsoft Azure Marketplace. Amid global economic uncertainty, access to integrated, protected, and trusted data and analytics is more vital than ever when it comes to creating business value. To further enable transformative outcomes, Palantir is pleased to partner with Microsoft in …

Unlocking the power of data governance by understanding key challenges

In our last blog, we introduced Data Governance: what it is and why it is so important. In this blog, we will explore the challenges that organizations face as they start their governance journey. Organizations have long struggled with data management and understanding data in a complex and ever-growing data landscape. While operational data runs …

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Learning with queried hints

Posted by Sreenivas Gollapudi, Senior Staff Research Scientist, and Kostas Kollias, Staff Research Scientist, Google Research, Algorithms & Optimization Team In many computing applications the system needs to make decisions to serve requests that arrive in an online fashion. Consider, for instance, the example of a navigation app that responds to driver requests. In such …

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Build a loyalty points anomaly detector using Amazon Lookout for Metrics

Today, gaining customer loyalty cannot be a one-off thing. A brand needs a focused and integrated plan to retain its best customers—put simply, it needs a customer loyalty program. Earn and burn programs are one of the main paradigms. A typical earn and burn program rewards customers after a certain number of visits or spend. …