Creating Machine Learning Applications: From Idea to Product
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Mix key skills in designing, developing and deploying applications based on machine learning (MO)!
The step-by-step guide to create mi-applications with an emphasis on practice: for data processing specialists, software developers and production managers.
Reading this book, you will create a real practical application step by step - from idea to implementation. At your disposal, examples of codes, illustrations, screenshots and interviews with leading industry specialists.
You will learn how to plan and measure the success of mi-projects, figure out how to build a working model, master the methods of its iterative improvement. And finally, get acquainted with the strategies of deployment and monitoring.
The book will help:
• Determine the purpose of your mi-project
• quickly build the first end -to -end seizure and find the initial dataset
• Teach a model and eliminate narrow places in its performance
• Expand the model and carry out its monitoring
The step-by-step guide to create mi-applications with an emphasis on practice: for data processing specialists, software developers and production managers.
Reading this book, you will create a real practical application step by step - from idea to implementation. At your disposal, examples of codes, illustrations, screenshots and interviews with leading industry specialists.
You will learn how to plan and measure the success of mi-projects, figure out how to build a working model, master the methods of its iterative improvement. And finally, get acquainted with the strategies of deployment and monitoring.
The book will help:
• Determine the purpose of your mi-project
• quickly build the first end -to -end seizure and find the initial dataset
• Teach a model and eliminate narrow places in its performance
• Expand the model and carry out its monitoring
Author:
Author:Амейзен Э
Cover:
Cover:Soft
Category:
- Category:Engineering & Transportation
- Category:Reference books
Publication language:
Publication Language:Russian
Paper:
Paper:Offset
Age restrictions:
Age restrictions:12+
ISBN:
ISBN:978-5-4461-1773-4
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