{"id":33723,"date":"2023-05-03T07:11:19","date_gmt":"2023-05-03T07:11:19","guid":{"rendered":"https:\/\/www.devopsschool.com\/blog\/?p=33723"},"modified":"2023-05-03T07:11:21","modified_gmt":"2023-05-03T07:11:21","slug":"30-list-of-tools-category-in-mlops","status":"publish","type":"post","link":"https:\/\/www.devopsschool.com\/blog\/30-list-of-tools-category-in-mlops\/","title":{"rendered":"30 List of tools category in MLOps"},"content":{"rendered":"\n<ol class=\"wp-block-list\">\n<li>Kubeflow: A machine learning platform that provides tools to build and deploy machine learning workflows on Kubernetes.<\/li>\n\n\n\n<li>MLflow: An open-source machine learning platform that enables data scientists to manage end-to-end machine learning pipelines, including data preparation, model training, and deployment.<\/li>\n\n\n\n<li>H2O.ai: An open-source machine learning platform that includes tools for model training, hyperparameter tuning, and automatic machine learning.<\/li>\n\n\n\n<li>DataRobot: An enterprise machine learning platform that automates the end-to-end process of building and deploying machine learning models.<\/li>\n\n\n\n<li>Seldon: An open-source platform for deploying machine learning models on Kubernetes.<\/li>\n\n\n\n<li>Pachyderm: An open-source platform for building and deploying data pipelines and machine learning workflows on Kubernetes.<\/li>\n\n\n\n<li>Polyaxon: An open-source platform for building, training, and deploying machine learning models on Kubernetes.<\/li>\n\n\n\n<li>Allegro AI: A platform that enables data scientists to manage the entire machine learning lifecycle, from data preparation to model deployment.<\/li>\n\n\n\n<li>OpenAI: An AI research organization that provides tools and platforms for building and deploying machine learning models.<\/li>\n\n\n\n<li>SageMaker: A fully managed platform for building and deploying machine learning models on Amazon Web Services (AWS).<\/li>\n\n\n\n<li>TensorFlow: An open-source machine learning library that provides tools for building and training machine learning models.<\/li>\n\n\n\n<li>PyTorch: An open-source machine learning library that provides tools for building and training machine learning models.<\/li>\n\n\n\n<li>Keras: A high-level machine learning library that provides tools for building and training machine learning models.<\/li>\n\n\n\n<li>Scikit-learn: An open-source machine learning library that provides tools for building and training machine learning models.<\/li>\n\n\n\n<li>Apache Spark: An open-source big data processing framework that includes tools for building and deploying machine learning models.<\/li>\n\n\n\n<li>Databricks: A unified analytics platform that provides tools for building and deploying machine learning models on Apache Spark.<\/li>\n\n\n\n<li>Comet.ml: An experiment management platform that provides tools for tracking and organizing machine learning experiments.<\/li>\n\n\n\n<li>Weights &amp; Biases: A platform that provides tools for tracking and visualizing machine learning experiments.<\/li>\n\n\n\n<li>GitLab: A version control platform that provides tools for building and deploying machine learning models.<\/li>\n\n\n\n<li>Jenkins: A continuous integration and continuous delivery (CI\/CD) platform that provides tools for building and deploying machine learning models.<\/li>\n\n\n\n<li>CircleCI: A CI\/CD platform that provides tools for building and deploying machine learning models.<\/li>\n\n\n\n<li>Travis CI: A CI\/CD platform that provides tools for building and deploying machine learning models.<\/li>\n\n\n\n<li>Codefresh: A CI\/CD platform that provides tools for building and deploying machine learning models.<\/li>\n\n\n\n<li>Docker: A platform for building and deploying containerized applications, including machine learning models.<\/li>\n\n\n\n<li>Kubernetes: An open-source platform for managing containerized applications, including machine learning models.<\/li>\n\n\n\n<li>AWS Elastic Kubernetes Service (EKS): A managed service that provides tools for deploying and managing Kubernetes clusters on AWS.<\/li>\n\n\n\n<li>Google Kubernetes Engine (GKE): A managed service that provides tools for deploying and managing Kubernetes clusters on Google Cloud Platform.<\/li>\n\n\n\n<li>Azure Kubernetes Service (AKS): A managed service that provides tools for deploying and managing Kubernetes clusters on Microsoft Azure.<\/li>\n\n\n\n<li>Istio: An open-source service mesh that provides tools for managing traffic and security for microservices, including machine learning models.<\/li>\n\n\n\n<li>Envoy: An open-source proxy that provides tools for managing traffic and security for microservices, including machine learning models.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[2],"tags":[],"class_list":["post-33723","post","type-post","status-publish","format-standard","hentry","category-uncategorised"],"_links":{"self":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/33723","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/comments?post=33723"}],"version-history":[{"count":1,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/33723\/revisions"}],"predecessor-version":[{"id":33724,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/posts\/33723\/revisions\/33724"}],"wp:attachment":[{"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/media?parent=33723"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/categories?post=33723"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.devopsschool.com\/blog\/wp-json\/wp\/v2\/tags?post=33723"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}