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Practical Automated Machine Learning on Azure. Using Azure Machine Learning to Quickly Build AI Solutions

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Practical Automated Machine Learning on Azure. Using Azure Machine Learning to Quickly Build AI Solutions Deepak Mukunthu, Parashar Shah, Wee Hyong Tok - okladka książki

Practical Automated Machine Learning on Azure. Using Azure Machine Learning to Quickly Build AI Solutions Deepak Mukunthu, Parashar Shah, Wee Hyong Tok - okladka książki

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Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you’ll learn how to apply automated machine learning (AutoML), 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, you’ll understand how to apply AutoML to your data right away.

  • Learn how companies in different industries are benefiting from AutoML
  • Get started with AutoML using Azure
  • Explore aspects such as algorithm selection, auto featurization, and hyperparameter tuning
  • Understand how data analysts, BI professions, developers can use AutoML in their familiar tools and experiences
  • Learn how to get started using AutoML for use cases including classification, regression, and forecasting.

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O autorze książki

Parashar Shah is a Senior Program Manager in the Azure Machine Learning platform team.Currently, he works on making Azure Machine Learning services the best place to do e2e machine learning for building custom AI solutions using big data. Previously at Microsoft, he has been a Data Scientist and a Data Solutions Architect in various Cloud and AI teams. Prior to joining Microsoft, Parashar worked at Nokia Networks as a Solutions Architect & Product Manager building customer experience analytics solutions for global telcos. He also co-founded a carpooling startup, which helped employees carpool safely. He has 10+ years of global work experience. He is an alum of Indian Institute of Management, Bangalore and Gujarat University.

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