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Download Learning AutoML (Early Release) by Kerem Tomak in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Learning AutoML (Early Release)
Learning 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. Author 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.
Detailed Information
| Author: | Kerem Tomak |
|---|---|
| Language: | English |
| File Size: | 6.9 |
| Format: | |
| Price: | FREE |
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