{"id":8351,"date":"2024-09-13T13:37:08","date_gmt":"2024-09-13T11:37:08","guid":{"rendered":"https:\/\/shams-alyaoum.com\/en\/?p=8351"},"modified":"2024-09-13T13:37:08","modified_gmt":"2024-09-13T11:37:08","slug":"cloudera-unveils-new-suite-of-accelerators-for-machine-learning-projects-amps","status":"publish","type":"post","link":"https:\/\/shams-alyaoum.com\/en\/cloudera-unveils-new-suite-of-accelerators-for-machine-learning-projects-amps\/","title":{"rendered":"Cloudera Unveils New Suite of Accelerators for Machine Learning Projects (AMPs)"},"content":{"rendered":"

Cloudera\u2019s latest innovations accelerate enterprise AI use cases and significantly reduce deployment time<\/i><\/p>\n

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New AMPs will be on display during EVOLVE24 in Dubai September 12<\/i><\/p>\n

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Cloudera<\/u>, the only true hybrid platform for data, analytics and AI, today announced several new Accelerators for ML Projects (AMPs), designed to reduce time-to-value for enterprise AI use cases. The new additions focus on providing enterprises with cutting-edge AI techniques and examples within Cloudera that can assist AI integration and drive more impactful results.<\/p>\n

AMPs are end-to-end machine learning (ML) based projects that can be deployed with a single-click directly from the Cloudera platform.\u00a0 Each AMP encapsulates industry-leading practices for tackling complex ML challenges with workflows that facilitate seamless transitions, no matter where enterprises are running examples or deploying data.<\/p>\n

With its collection of AMPs, Cloudera is committed to making AI more accessible so businesses can accelerate adoption and maximize the value of both their own data and the generated AI outputs. The latest AMPs and updates include:<\/p>\n

 <\/p>\n

    \n
  • Fine-Tuning Studio – Provides users with an all-encompassing application and \u201cecosystem\u201d for managing, fine tuning, and evaluating LLMs.<\/li>\n
  • RAG with Knowledge Graph – A demonstration of how to power a RAG (retrieval augmented generation) application with a knowledge graph to capture relationships and context not easily accessible by vector stores alone.<\/li>\n
  • PromptBrew –\u00a0Offers AI-powered assistance to create high-performing and reliable prompts via a simple user interface.<\/li>\n
  • Chat with Your Documents –\u00a0Building upon the previous\u00a0LLM Chatbot Augmented with Enterprise Data AMP<\/u>, this accelerator enhances the responses of the LLM using context from an internal knowledge base created from the documents uploaded by the user.<\/li>\n<\/ul>\n

    In addition to accelerating AI projects, Cloudera AMPs are fully open source and include deployment instructions for any environment, serving as further testament of Cloudera\u2019s commitment to the open source community.<\/p>\n

    \u201cWhile almost every business is experimenting with Generative AI, the technology is still so new that there are very few best practices for enterprises,\u201d said The Futurum Group\u2019s Chief Technology Advisor, Steven Dickens. \u201cAs a result, it\u2019s common practice for data scientists and AI engineers to build on existing examples when starting new AI projects. However, there are many drawbacks with this approach, including added security and legal risks. AMPs remove this ambiguity by providing fully built, end-to-end solutions that give data scientists a ready-to-go MVP for various AI use cases that are proven to be effective and able to quickly drive value.\u201d<\/p>\n

    \u201cIn today\u2019s environment, enterprises are constrained with time and resources to get AI projects off the ground,\u201d said Dipto Chakravarty, Chief Product Officer at Cloudera. \u201cOur AMPs are catalysts to fast-track AI projects from concept to reality with pre-built solutions and working examples, ensuring that use cases are dependable and cost effective, while\u00a0reducing development time. This enables enterprises to swiftly experience the productivity gains and efficiencies that come from AI initiatives.\u201d<\/p>\n

    Cloudera will be showcasing these updates during Cloudera\u2019s\u00a0EVOLVE24<\/u>\u00a0Dubai event – one of the industry\u2019s premier Data and AI conferences – taking place September 12 at the Museum of the Future. Attendees can speak to experts onsite about strategies to enhance productivity in the era of Generative AI, while gaining valuable insights from visionary speakers, and data and AI experts.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

    Cloudera\u2019s latest innovations accelerate enterprise AI use cases and significantly reduce deployment time New AMPs will be on display during EVOLVE24 in Dubai September 12 Cloudera, the only true hybrid platform for data, analytics and AI, today announced several new Accelerators for ML Projects (AMPs), designed to reduce time-to-value for enterprise AI use cases. The …<\/p>\n","protected":false},"author":2,"featured_media":8352,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[9,1310,1280],"class_list":["post-8351","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-economy","tag-business","tag-general","tag-technology"],"yoast_head":"\nCloudera Unveils New Suite of Accelerators for Machine Learning Projects (AMPs) - Magazine Shams Al Yaoum<\/title>\n<meta name=\"description\" content=\"Cloudera\u2019s latest innovations accelerate enterprise AI use cases and significantly reduce deployment time New AMPs will be on display during EVOLVE24 in\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/shams-alyaoum.com\/en\/cloudera-unveils-new-suite-of-accelerators-for-machine-learning-projects-amps\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cloudera Unveils New Suite of Accelerators for Machine Learning Projects (AMPs) - 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