Favorite Migrating to the cloud is an essential step for modern organizations aiming to capitalize on the flexibility and scale of cloud resources. Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. However,
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Shared by AWS Machine Learning April 19, 2024
Favorite Recent developments in machine learning (ML) have led to increasingly large models, some of which require hundreds of billions of parameters. Although they are more powerful, training and inference on those models require significant computational resources. Despite the availability of advanced distributed training libraries, it’s common for training and
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Shared by AWS Machine Learning April 18, 2024
Favorite In asset management, portfolio managers need to closely monitor companies in their investment universe to identify risks and opportunities, and guide investment decisions. Tracking direct events like earnings reports or credit downgrades is straightforward—you can set up alerts to notify managers of news containing company names. However, detecting second
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Shared by AWS Machine Learning April 18, 2024
Favorite Generative artificial intelligence (AI) is transforming the customer experience in industries across the globe. Customers are building generative AI applications using large language models (LLMs) and other foundation models (FMs), which enhance customer experiences, transform operations, improve employee productivity, and create new revenue channels. FMs and the applications built
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Shared by AWS Machine Learning April 17, 2024
Favorite Amazon Lex is a fully managed artificial intelligence (AI) service with advanced natural language models to design, build, test, and deploy conversational interfaces in applications. It employs advanced deep learning technologies to understand user input, enabling developers to create chatbots, virtual assistants, and other applications that can interact with
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Shared by AWS Machine Learning April 17, 2024
Favorite There has been tremendous progress in the field of distributed deep learning for large language models (LLMs), especially after the release of ChatGPT in December 2022. LLMs continue to grow in size with billions or even trillions of parameters, and they often won’t fit into a single accelerator device
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Shared by AWS Machine Learning April 17, 2024
Favorite Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. In the process of working on their ML tasks, data scientists typically start their workflow by discovering relevant data sources and connecting to them. They then use SQL
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Shared by AWS Machine Learning April 17, 2024
Favorite New generative image tools are coming to Demand Gen to help you create a variety of high-quality, stunning image assets with ease. View Original Source (blog.google/technology/ai/) Here.
Favorite Having just exited a very busy week here are the two major milestones to know about. Definition v.0.0.7 is out! Access the definition here and the discussion of it here The changelog: Incorporating the comments to draft v.0.0.6 and results of the working group analysis Removed reference to “the
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Shared by voicesofopensource April 15, 2024
Favorite Hundreds of industry leaders joined us at Google Cloud Next ‘24. Here’s a snapshot of how some of them are using AI technologies. View Original Source (blog.google/technology/ai/) Here.
Shared by AWS Machine Learning April 19, 2024
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