Favorite A well-designed CI/CD pipeline is essential to scale any software development workflow effectively. When designing production CI/CD pipelines, AWS recommends leveraging multiple accounts to isolate resources, contain security threats and simplify billing-and data science pipelines are no different. At AWS, we’re continuing to innovate to simplify the MLOps workflow.
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Shared by AWS Machine Learning November 16, 2022
Favorite We have a new official social media channel for the Open Source Initiative: OSI is… The post How OSI got to Mastodon first appeared on Voices of Open Source. Click Here to View Original Source (opensource.org)
Favorite Posted by Yanqi Zhou, Research Scientist, Google Research Brain Team The capacity of a neural network to absorb information is limited by the number of its parameters, and as a consequence, finding more effective ways to increase model parameters has become a trend in deep learning research. Mixture-of-experts (MoE),
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Shared by Google AI Technology November 16, 2022
Favorite At AWS, we have been investing in healthcare since Day 1 with customers including Moderna, Rush University Medical Center, and the NHS who have built breakthrough innovations in the cloud. From developing public health analytics hubs, to improving health equity and patient outcomes, to developing a COVID-19 vaccine in just
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Shared by AWS Machine Learning November 15, 2022
Favorite In machine learning (ML), data quality has direct impact on model quality. This is why data scientists and data engineers spend significant amount of time perfecting training datasets. Nevertheless, no dataset is perfect—there are trade-offs to the preprocessing techniques such as oversampling, normalization, and imputation. Also, mistakes and errors
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Shared by AWS Machine Learning November 15, 2022
Favorite Data is transforming every field and every business. However, with data growing faster than most companies can keep track of, collecting data and getting value out of that data is a challenging thing to do. A modern data strategy can help you create better business outcomes with data. AWS
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Shared by AWS Machine Learning November 15, 2022
Favorite Technology has an unmistakable impact on society — the way we work, learn and play have all changed significantly over the past decade. As SVP of Technology and Society, part of my work at Google is connecting people and ideas to help shape the future of our most ambitious
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Shared by Google AI Technology November 15, 2022
Favorite There are 4 main stakeholder groupings for internal-facing Knowledge Management, and you need to create value propositions for each of the 4. Implementing Knowledge Management is a change process; changing hearts and minds, attitudes and beliefs, and work patterns across the organisation. In many ways, the role of the
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Shared by Nick Milton November 15, 2022
Favorite Today, we are launching Amazon SageMaker inference on AWS Graviton to enable you to take advantage of the price, performance, and efficiency benefits that come from Graviton chips. Graviton-based instances are available for model inference in SageMaker. This post helps you migrate and deploy a machine learning (ML) inference
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Shared by AWS Machine Learning November 14, 2022
Favorite Amazon SageMaker Data Wrangler helps you understand, aggregate, transform, and prepare data for machine learning (ML) from a single visual interface. It contains over 300 built-in data transformations so you can quickly normalize, transform, and combine features without having to write any code. Data science practitioners generate, observe, and
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Shared by AWS Machine Learning November 14, 2022
Shared by AWS Machine Learning November 16, 2022
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