Machine Learning by Design: Patterns and Principles for Data Collection, Feature Engineering, and Model Development
This 562-page guide is your companion through the entire ML workflow from data to models.
Machine Learning by Design: Patterns and Principles for Data Collection, Feature Engineering, and Model Development
Nº de artículo: 91400209

Machine Learning by Design: Patterns and Principles for Data Collection, Feature Engineering, and Model Development

Nº de artículo: 91400209

NIO 1981

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This 562-page guide is your companion through the entire ML workflow from data to models.
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What Stands Out

Comprehensive Framework
Delivers a structured approach to machine learning, enabling practitioners to effectively gather data, engineer features, and develop models, enhancing their project success rates.
Practical Insights
Offers actionable insights and best practices derived from real-world applications, ensuring users can overcome common challenges faced in machine learning projects.
User-Centric Design
Focuses on design principles that prioritize user needs, making it easier for data scientists and teams to apply concepts directly to their unique situations.

Detalles de producto

Shop Machine Learning by Design: Patterns and Principles for Data Collection, Feature Engineering, and Model Development online at a best price in Nicaragua. B0DJSWJGY1
Publisher Independently published
Publication date October 9, 2024
Language English
Print length 562 pages
ISBN-13 979-8342441940
Item Weight 2.56 pounds (1.16 kg)
Dimensions 6.93 x 1.27 x 9.84 inches (17.6 x 3.2 x 25 cm)

DESCRIPCIÓN DEL PRODUCTO

Machine Learning by Design: Patterns and Principles for Data Collection, Feature Engineering, and Model Development

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Preguntas y respuestas de los clientes

  • Pregunta: Who is the author of this book?

    Respuesta: The author is Peng Shao, a former Staff ML Engineer at Twitter and a founding member of Alexa.
  • Pregunta: What does this guide cover?

    Respuesta: It covers the entire ML workflow from data collection to model development and includes best practices.
  • Pregunta: Is this book suitable for beginners?

    Respuesta: Yes, it provides foundational principles and guidance that can benefit both beginners and experienced practitioners.

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