{"product_id":"learning-automl-automating-ml-pipelines-with-autogluon-leading-frameworks-and-real-world-integration-paperback","title":"Learning Automl: Automating ML Pipelines with Autogluon, Leading Frameworks, and Real-World Integration - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eKerem Tomak\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cem\u003eLearning AutoML\u003c\/em\u003e is your practical guide to applying automated machine learning in real-world environments. Whether you're a data scientist, ML engineer, or AI researcher, this book helps you move beyond experimentation to build and deploy high-performing models with less manual tuning and more automation. Using AutoGluon as a primary toolkit, you'll learn how to build, evaluate, and deploy AutoML models that reduce complexity and accelerate innovation.\u003c\/p\u003e \u003cp\u003eAuthor Kerem Tomak shares insights on how to integrate models into end-to-end deployment workflows using popular tools like Kubeflow, MLflow, and Airflow, while exploring cross-platform approaches with Vertex AI, SageMaker Autopilot, Azure AutoML, Auto-sklearn, and H2O.ai. Real-world case studies highlight applications across finance, healthcare, and retail, while chapters on ethics, governance, and agentic AI help future-proof your knowledge.\u003c\/p\u003e \u003cp\u003e\u003c\/p\u003e\u003cul\u003e \u003cli\u003eBuild AutoML pipelines for tabular, text, image, and time series data\u003c\/li\u003e \u003cli\u003eDeploy models with fast, scalable workflows using MLOps best practices\u003c\/li\u003e \u003cli\u003eCompare and navigate today's leading AutoML platforms\u003c\/li\u003e \u003cli\u003eInterpret model results and make informed decisions with explainability tools\u003c\/li\u003e \u003cli\u003eExplore how AutoML leads into next-gen agentic AI systems\u003c\/li\u003e \u003c\/ul\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 590\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 1.2 x 9.19 x 7 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e May 12, 2026\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":53376857112883,"sku":"9798341643185","price":93.38,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0300\/5595\/6612\/files\/PzCs66RZLu9798341643185.webp?v=1779310414","url":"https:\/\/www.vysn.com\/products\/learning-automl-automating-ml-pipelines-with-autogluon-leading-frameworks-and-real-world-integration-paperback","provider":"VYSN","version":"1.0","type":"link"}