Comet For Data Science

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Comet For Data Science

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Author : Angelica Lo Duca
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-08-26

Comet For Data Science written by Angelica Lo Duca and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-26 with Computers categories.

Gain the key knowledge and skills required to manage data science projects using Comet Key Features • Discover techniques to build, monitor, and optimize your data science projects • Move from prototyping to production using Comet and DevOps tools • Get to grips with the Comet experimentation platform Book Description This book provides concepts and practical use cases which can be used to quickly build, monitor, and optimize data science projects. Using Comet, you will learn how to manage almost every step of the data science process from data collection through to creating, deploying, and monitoring a machine learning model. The book starts by explaining the features of Comet, along with exploratory data analysis and model evaluation in Comet. You'll see how Comet gives you the freedom to choose from a selection of programming languages, depending on which is best suited to your needs. Next, you will focus on workspaces, projects, experiments, and models. You will also learn how to build a narrative from your data, using the features provided by Comet. Later, you will review the basic concepts behind DevOps and how to extend the GitLab DevOps platform with Comet, further enhancing your ability to deploy your data science projects. Finally, you will cover various use cases of Comet in machine learning, NLP, deep learning, and time series analysis, gaining hands-on experience with some of the most interesting and valuable data science techniques available. By the end of this book, you will be able to confidently build data science pipelines according to bespoke specifications and manage them through Comet. What you will learn • Prepare for your project with the right data • Understand the purposes of different machine learning algorithms • Get up and running with Comet to manage and monitor your pipelines • Understand how Comet works and how to get the most out of it • See how you can use Comet for machine learning • Discover how to integrate Comet with GitLab • Work with Comet for NLP, deep learning, and time series analysis Who this book is for This book is for anyone who has programming experience, and wants to learn how to manage and optimize a complete data science lifecycle using Comet and other DevOps platforms. Although an understanding of basic data science concepts and programming concepts is needed, no prior knowledge of Comet and DevOps is required.

Nasa Authorization For Fiscal Year 1982

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Author : United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on Science, Technology, and Space
language : en
Publisher:
Release Date : 1981

Nasa Authorization For Fiscal Year 1982 written by United States. Congress. Senate. Committee on Commerce, Science, and Transportation. Subcommittee on Science, Technology, and Space and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1981 with United States categories.

Calendar Of The Sparks Manuscripts In Harvard College Library

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Author : Justin Winsor
language : en
Publisher:
Release Date : 1886

Calendar Of The Sparks Manuscripts In Harvard College Library written by Justin Winsor and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1886 with Manuscripts categories.

Scientific And Technical Aerospace Reports

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Author :
language : en
Publisher:
Release Date : 1976

Scientific And Technical Aerospace Reports written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Aeronautics categories.

Bibliographical Contributions

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Author : Harvard University. Library
language : en
Publisher:
Release Date : 1886

Bibliographical Contributions written by Harvard University. Library and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1886 with Bibliography categories.

1983 Nasa Authorization And Noaa Landsat Authorization For 1983

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Author : United States. Congress. House. Committee on Science and Technology. Subcommittee on Space Science and Applications
language : en
Publisher:
Release Date : 1982

1983 Nasa Authorization And Noaa Landsat Authorization For 1983 written by United States. Congress. House. Committee on Science and Technology. Subcommittee on Space Science and Applications and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1982 with categories.

Bibliographical Contributions

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Author : William Coolidge Lane
language : en
Publisher:
Release Date : 1890

Bibliographical Contributions written by William Coolidge Lane and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1890 with Bibliography categories.

Bibliographical Contributions

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Author :
language : en
Publisher:
Release Date : 1886

Bibliographical Contributions written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1886 with categories.

Proceedings Of The American Association For The Advancement Of Science

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Author : American Association for the Advancement of Science
language : en
Publisher:
Release Date : 1881

Proceedings Of The American Association For The Advancement Of Science written by American Association for the Advancement of Science and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1881 with categories.

Proceedings Of The American Association For The Advancement Of Science

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Author :
language : en
Publisher:
Release Date : 1881

Proceedings Of The American Association For The Advancement Of Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1881 with categories.