{"product_id":"learning-automl","title":"Learning AutoML","description":"\u003cp\u003eLearning AutoML 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\n\u003cli\u003eBuild AutoML pipelines for tabular, text, image, and time series data\u003c\/li\u003e\n\u003cli\u003eDeploy models with fast, scalable workflows using MLOps best practices\u003c\/li\u003e\n\u003cli\u003eCompare and navigate today's leading AutoML platforms\u003c\/li\u003e\n\u003cli\u003eInterpret model results and make informed decisions with explainability tools\u003c\/li\u003e\n\u003cli\u003eExplore how AutoML leads into next-gen agentic AI systems\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":56699833844056,"sku":"9798341643185","price":76.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9798341643185.jpg?v=1780442121","url":"https:\/\/agendabookshop.com\/products\/learning-automl","provider":"Agenda Bookshop","version":"1.0","type":"link"}