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Anaconda’s State of Data Science Report Report Reveals Surge in AI Upskilling Among Data and IT Professionals - insideBIGDATA

Anaconda Inc., provider of the popular platform for data science and modern AI development, released its sixth annual State of Data Science report, surfacing insights into today’s vibrant data science community and the growth and usage of AI and open-source software.


Unveiling the power of self-attention for shipping cost prediction: The rate card transformer - Amazon Science

Amazon ships billions of packages to its customers annually within the United States. Shipping cost of these packages are used on the day of shipping (day 0) to estimate profitability of sales. Downstream systems utilize these days 0 profitability estimates to make financial decisions, such as…


Pick planning strategies for large-scale package manipulation - Amazon Science

Automating warehouse operations can reduce logistics overhead costs, ultimately driving down the final price for consumers, increasing the speed of delivery, and enhancing the resiliency to market fluctuations. This extended abstract showcases a large-scale package manipulation from unstructured…


“Above the Trend Line” – Your Industry Rumor Central for 9/29/2023 - insideBIGDATA

Above the Trend Line: your industry rumor central is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and curious buzz.

New MongoDB Atlas Vector Search Capabilities Help Developers Build and Scale AI Applications - insideBIGDATA

MongoDB, Inc. (NASDAQ: MDB) announced new capabilities, performance improvements, and a data-streaming integration for MongoDB Atlas Vector Search that make it even faster and easier for developers to build generative AI applications. Organizations of all sizes have rushed to adopt MongoDB Atlas Vector Search as part of a unified solution to process data for generative AI applications since being announced in preview in June of this year.

Microsoft harnesses power of AI to boost Windows 11 security, pushes for passwordless future | VentureBeat

Microsoft announced a series of new enterprise security features today that utilize artificial intelligence to help defend against increasingly sophisticated cyberattacks. The tech giant claims its new AI capabilities will reduce security incidents by 60% and firmware attacks by 300% for businesses using its latest software.

Concept2Box: Joint geometric embeddings for learning two-view knowledge graphs - Amazon Science

Knowledge graph embeddings (KGE) have been extensively studied to embed large-scale relational data for many real-world applications. Existing methods have long ignored the fact many KGs contain two fundamentally different views: high-level ontology-view concepts and fine-grained instance-view…

Improving isochronous machine translation with target factors and auxiliary counters - Amazon Science

To translate speech for automatic dubbing, machine translation needs to be isochronous, i.e. translated speech needs to be aligned with the source in terms of speech durations. We introduce target factors in a transformer model to predict durations jointly with target language phoneme sequences. We…

DistTGL: Distributed memory-based temporal graph neural network training - Amazon Science

Memory-based Temporal Graph Neural Networks are powerful tools in dynamic graph representation learning and have demonstrated superior performance in many real-world applications. However, their node memory favors smaller batch sizes to capture more dependencies in graph events and needs to be…