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Skewness Be Gone: Transformative Tricks for Data Scientists
Data transformations enable data scientists to refine, normalize, and standardize raw data into a format ripe for analysis. These transformations are not merely procedural steps; they are essential in mitigating biases, handling skewed distributions, and enhancing the robustness of statistical models. This post will primarily focus on how to address skewed data. By focusing on …
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AI can speed design of health software
Artificial intelligence helped clinicians to accelerate the design of diabetes prevention software, a new study finds.
Croissant: a metadata format for ML-ready datasets
Posted by Omar Benjelloun, Software Engineer, Google Research, and Peter Mattson, Software Engineer, Google Core ML and President, MLCommons Association Machine learning (ML) practitioners looking to reuse existing datasets to train an ML model often spend a lot of time understanding the data, making sense of its organization, or figuring out what subset to use …
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9 ways developer productivity is boosted by generative AI
Software development is one arena where we are already seeing significant impacts from generative AI tools. The benefits are many, and significant productivity gains are currently available to enterprises that embrace these tools. A McKinsey study claims that software developers can complete coding tasks up to twice as fast with generative AI. The consulting firm’s …
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Croissant: a metadata format for ML-ready datasets
Posted by Omar Benjelloun, Software Engineer, Google Research, and Peter Mattson, Software Engineer, Google Core ML and President, MLCommons Association Machine learning (ML) practitioners looking to reuse existing datasets to train an ML model often spend a lot of time understanding the data, making sense of its organization, or figuring out what subset to use …
Read more “Croissant: a metadata format for ML-ready datasets”
Efficiently fine-tune the ESM-2 protein language model with Amazon SageMaker
In this post, we demonstrate how to efficiently fine-tune a state-of-the-art protein language model (pLM) to predict protein subcellular localization using Amazon SageMaker. Proteins are the molecular machines of the body, responsible for everything from moving your muscles to responding to infections. Despite this variety, all proteins are made of repeating chains of molecules called …
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Running AI on fully managed GKE, now with new compute options, pricing and resource reservations
Kubernetes is a popular way to run AI workloads like training, and large language model (LLM) serving, including our new open model Gemma. Google Kubernetes Engine (GKE) in Autopilot mode provides a fully managed Kubernetes platform that offers the power and flexibility of Kubernetes but without the need to worry about compute nodes, so you …
5 Years After San Francisco Banned Face Recognition, Voters Ask for More Surveillance
On Tuesday the country’s techiest city backed a ballot proposition that tapped into concerns about crime, giving the police more freedom to use drones and other surveillance technology.
Microsoft engineer sounds alarm on AI image-generator to US officials and company’s board
A Microsoft engineer is sounding alarms about offensive and harmful imagery he says is too easily made by the company’s artificial intelligence image-generator tool, sending letters on Wednesday to U.S. regulators and the tech giant’s board of directors urging them to take action.