Building Machine Learning Pipelines: Automating Model Life Cycles with Tensorflow Paperback
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Building Machine Learning Pipelines: Automating Model Life Cycles with Tensorflow Paperback
Learn the techniques and tools that will cut deployment time from days to minutes
Building Machine Learning Pipelines: Automating Model Life Cycles with Tensorflow Paperback
物品 #: 35121987

Building Machine Learning Pipelines: Automating Model Life Cycles with Tensorflow Paperback

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物品 #: 35121987

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What Stands Out

Comprehensive Guidance
Offers in-depth tutorials on automating the machine learning lifecycle, making it accessible for both beginners and experienced practitioners seeking to enhance their workflows.
Hands-On Projects
Includes practical projects that demonstrate real-world applications of TensorFlow, fostering hands-on learning and improving retention of complex concepts essential for mastering ML pipelines.
Expert Insights
Features contributions from industry experts, providing invaluable insights and best practices that help users avoid common pitfalls and enhance their machine learning implementations.

產品詳情

Discover the best guide to automate your model life cycles with Tensorflow. Get the paperback edition of Building Machine Learning Pipelines by Hannes Hapke and Catherine Nelson. Order now online at Ubuy 香港.
  • Learn to automate machine learning pipelines using the TensorFlow ecosystem
  • Discover techniques to cut deployment time from days to minutes
  • Utilize components from TensorFlow Extended to build your pipeline
  • Orchestrate your pipeline with Apache Beam, Apache Airflow, and Kubeflow Pipelines
  • Work with data using TensorFlow Data Validation and TensorFlow Transform
  • Explore model analysis, fairness, bias, and deployment with TensorFlow tools
Book formatPaperback
Fiction/nonfictionNon-Fiction
GenreComputing & Internet
Pub date2020-08-04
Pages364
Reading levelProfessional & Vocational
SubgenreComputers
Edition1st Edition
PublisherO'Reilly Media
Original languagesEnglish
LanguageEnglish
Binding typePerfect Binding
Assembled product height9.19 in (23.3 cm)
Assembled product weight1.28 lb (580 grams)
Bisac subject headingComputers

Who Should Buy?

Suitable For
  • Data Scientists

    Ideal for data scientists seeking to automate and streamline machine learning model workflows using TensorFlow effectively.

  • Machine Learning Engineers

    Great resource for ML engineers focused on implementing robust pipelines and managing model life cycles efficiently.

  • Students and Learners

    Beneficial for students eager to understand the practical application of TensorFlow in building machine learning pipelines.

Not Suitable For
  • Complete Beginners

    Not suitable for individuals without prior knowledge of machine learning concepts or programming skills.

產品敘述

Building Machine Learning Pipelines: Automating Model Life Cycles with Tensorflow Paperback

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HKD 565

現在訂購，約可在下列時間收貨： 星期五, 十月 09

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特色和優勢

  • Automate a machine learning pipeline
  • Cut deployment time from days to minutes
  • Focus on developing new models rather than maintaining legacy systems

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