Develop smart applications without spending days and weeks building machine-learning models. With this practical book, youll learn how to apply automated machine learning (Auto ML), a process that uses machine learning to help people build machine learning models. Deepak Mukunthu, Parashar Shah, and Wee Hyong Tok provide a mix of technical depth, hands-on examples, and case studies that show how customers are solving real-world problems with this technology.Building machine-learning models is an iterative and time-consuming process. Even those who know how to create ML models may be limited in how much they can explore. Once you complete this book, youll understand how to apply Auto ML to your data right away.Learn how companies in different industries are benefiting from Auto MLGet started with Auto ML using Azure Explore aspects such as algorithm selection, auto featurization, and hyperparameter tuning Understand how data analysts, BI professions, developers can use Auto ML in their familiar tools and experiences Learn how to get started using Auto ML for use cases including classification, regression, and forecasting.
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