Favorite Posted by Xingyou (Richard) Song, Research Scientist, and Chansoo Lee, Software Engineer, Google Research, Brain Team Google Vizier is the de-facto system for blackbox optimization over objective functions and hyperparameters across Google, having serviced some of Google’s largest research efforts and optimized a wide range of products (e.g., Search,
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Shared by Google AI Technology February 2, 2023
Favorite Recent developments in deep learning have led to increasingly large models such as GPT-3, BLOOM, and OPT, some of which are already in excess of 100 billion parameters. Although larger models tend to be more powerful, training such models requires significant computational resources. Even with the use of advanced
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Shared by AWS Machine Learning February 2, 2023
Favorite Almost 80% of today’s web content is user-generated, creating a deluge of content that organizations struggle to analyze with human-only processes. The availability of consumer information helps them make decisions, from buying a new pair of jeans to securing home loans. In a recent survey, 79% of consumers stated
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Shared by AWS Machine Learning February 2, 2023
Favorite Posted by Shayne Longpre, Student Researcher, and Adam Roberts, Senior Staff Software Engineer, Google Research, Brain Team Language models are now capable of performing many new natural language processing (NLP) tasks by reading instructions, often that they hadn’t seen before. The ability to reason on new tasks is mostly
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Shared by Google AI Technology February 1, 2023
Favorite In 2022, we’ve seen a visible acceleration of interest in open source from governments around the world. Partially, this is due to the recognition that the public sector relies on Open Source for innovation and other benefits. At the same time, the tech sector is under pressure to help
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Shared by voicesofopensource January 31, 2023
Favorite Amazon Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts, without requiring any prior ML experience. Forecast is applicable in a wide variety of use cases, including estimating supply and demand for inventory management, travel demand forecasting, workforce planning, and computing cloud
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Shared by AWS Machine Learning January 31, 2023
Favorite 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
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Shared by AWS Machine Learning January 31, 2023
Favorite The European Commission’s proposed Cyber Resilience Act (CRA) as drafted may harm Open Source, and perhaps all other non-industrial software. There were 131 responses to the proposed text that the Commission has sent to the Parliament, including one from the Open Source Initiative. Of those, 18 responses – representing
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Shared by voicesofopensource January 30, 2023
Favorite A look at how AI can help agriculture and sustainable farming in India. View Original Source (blog.google/technology/ai/) Here.
Favorite There is a common diagram in use in the KM profession, which has at least 3 major flaws, so apply it with caution. I am going to be contentious again in this (reprised) post, and draw attention to the failings of a very common KM model. I do this
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Shared by Nick Milton January 30, 2023
Shared by Google AI Technology February 2, 2023
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