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
Release Date : 2022-08-26

Comet For Data Science written by Angelica Lo Duca and has been published by Packt Publishing 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.

Comets Iii

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Author : Karen J Meech
language : en
Publisher: University of Arizona Press
Release Date : 2024

Comets Iii written by Karen J Meech and has been published by University of Arizona Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with Science categories.

Comets III brings together the major breakthroughs in comet science over the last twenty years. Edited by experts in the field, this comprehensive volume explores recent advancements in space missions, telescopic observations, and robotic surveys, providing new understandings of the composition, origins and dynamics of comets. Intended for both researchers and students, Comets III offers insights into unresolved questions and sets the stage for future advancements.

Space Science Applications Notice

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Author :
language : en
Publisher:
Release Date : 1985-10

Space Science Applications Notice written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985-10 with Space sciences categories.

Nasa Technical Memorandum

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Author :
language : en
Publisher:
Release Date : 1992

Nasa Technical Memorandum written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Aeronautics categories.

Reports Of Planetary Astronomy 1989

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Author :
language : en
Publisher:
Release Date : 1989

Reports Of Planetary Astronomy 1989 written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with Asteroids 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.

1983 Nasa Authorization

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Author : United States. Congress. House. Committee on Science and Technology. Subcommittee on Transportation, Aviation, and Materials
language : en
Publisher:
Release Date : 1982

1983 Nasa Authorization written by United States. Congress. House. Committee on Science and Technology. Subcommittee on Transportation, Aviation, and Materials 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 : Harvard University. Library
language : en
Publisher:
Release Date : 1890

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 1890 with Bibliography categories.

Bibliographical Contributions

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Author : William Coolidge Lane
language : en
Publisher:
Release Date : 1886

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 1886 with Bibliography categories.

Physics And Chemistry Of Comets

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Author : Walter F. Huebner
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06

Physics And Chemistry Of Comets written by Walter F. Huebner and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Science categories.

As this excellent book demonstrates, the study of comets has now reached the fas cinating stage where we understand comets in general simple tenns while, at the same time, we are uncertain about practically all the details of cometary nature, structure, processes, and origin. In every aspect, even including dynamics, a choice among several or many competing theories is made impossible simply by the lack of detailed knowledge. The space missions, snapshot studies of two comets, partic ularly the one that immortalizes the name of Sir Edmund Halley, have produced a huge mass of valuable new infonnation and a number of surprises. Nonetheless, we face the tantalizing realization that we have obtained only a fleeting glance at two of perhaps a hundred billion (lOll) or more comets with possibly differing natures, origins, and physical histories. To my personal satisfaction, comets seem to have discrete nuclei made up of dirty snowballs, as I concluded four decades ago, but perhaps they are more like frozen rubbish piles.