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Accelerating HPC and AI research in universities with Amazon SageMaker HyperPod

SMHP Solution Architecture

In this post, we demonstrate how a research university implemented SageMaker HyperPod to accelerate AI research by using dynamic SLURM partitions, fine-grained GPU resource management, budget-aware compute cost tracking, and multi-login node load balancing—all integrated seamlessly into the SageMaker HyperPod environment.

How to Build a Complete End-to-End NLP Pipeline with Gensim: Topic Modeling, Word Embeddings, Semantic Search, and Advanced Text Analysis

In this tutorial, we present a complete end-to-end Natural Language Processing (NLP) pipeline built with Gensim and supporting libraries, designed to run seamlessly in Google Colab. It integrates multiple core techniques in modern NLP, including preprocessing, topic modeling with Latent Dirichlet Allocation (LDA), word embeddings with Word2Vec, TF-IDF-based similarity analysis, and semantic search. The pipeline […] The post How to Build a Complete End-to-End NLP Pipeline with Gensim: Topic Modeling, Word Embeddings, Semantic Search, and Advanced Text Analysis appeared first on MarkTechPost.

The best Nintendo Switch controllers to buy right now

247143 Buying Guide Switch Controllers CVirginia

The Nintendo Switch 2 is here, but we’re not going to forget about the original Switch. We’ve still got love for the console and its many millions of owners, so we’ll keep recommending the best controllers for the Switch right here. If you’re considering getting a Switch 2 in the future, all of the controllers […]

Google fined $3.5 billion by EU for ad tech abuse

STK450 STK093 GOOGLE EU B

The European Commission has waged a €2.95 billion (~$3.5 billion) fine against Google for “abusing its dominant position” in advertising technology. In its announcement, the Commission claims that Google’s alleged anticompetitive practices have increased costs for advertisers and publishers, potentially raising prices for consumers as a result. The Commission has ordered Google to come up […]

Planet Money TikToks inspired one of the year’s most brilliant animated movies

BG2J Hotdog

In writer / director Julian Glander's new animated sci-fi feature Boys Go to Jupiter, a young gig worker named Billy 5000 (Planet Money's Jack Corbett) hoverboards his way through life in Florida with only one thing on his mind: he needs $5,000 and is willing to deliver as much food as it takes to make […]

Exploring the Real-Time Race Track with Amazon Nova

RTRT 1

This post explores the Real-Time Race Track (RTRT), an interactive experience built using Amazon Nova in Amazon Bedrock, that lets fans design, customize, and share their own racing circuits. We highlight how generative AI capabilities come together to deliver strategic racing insights such as pit timing and tire choices, and interactive features like an AI voice assistant and a retro-style racing poster.