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Comet for Data Science

You're reading from   Comet for Data Science Enhance your ability to manage and optimize the life cycle of your data science project

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Product type Paperback
Published in Aug 2022
Publisher Packt
ISBN-13 9781801814430
Length 402 pages
Edition 1st Edition
Tools
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Author (1):
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Angelica Lo Duca Angelica Lo Duca
Author Profile Icon Angelica Lo Duca
Angelica Lo Duca
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Toc

Table of Contents (16) Chapters Close

Preface 1. Section 1 – Getting Started with Comet
2. Chapter 1: An Overview of Comet FREE CHAPTER 3. Chapter 2: Exploratory Data Analysis in Comet 4. Chapter 3: Model Evaluation in Comet 5. Section 2 – A Deep Dive into Comet
6. Chapter 4: Workspaces, Projects, Experiments, and Models 7. Chapter 5: Building a Narrative in Comet 8. Chapter 6: Integrating Comet into DevOps 9. Chapter 7: Extending the GitLab DevOps Platform with Comet 10. Section 3 – Examples and Use Cases
11. Chapter 8: Comet for Machine Learning 12. Chapter 9: Comet for Natural Language Processing 13. Chapter 10: Comet for Deep Learning 14. Chapter 11: Comet for Time Series Analysis 15. Other Books You May Enjoy

Exploring the Comet UI

The Comet UI provides a very useful dashboard that you can use to organize and track experiments. As already described in Chapter 1, An Overview of Comet, the Comet UI is organized into workspaces and projects. Conceptually, a workspace is a container for similar projects, while a project is a container for experiments involving the same task.

In this section, you will learn some advanced concepts regarding workspaces and projects. So, let’s start with the first one: workspaces.

Workspaces

A Comet workspace is a collection of projects. In Chapter 1, An Overview of Comet, you have already learned how to create a new workspace and how to add a new project to an existing workspace. In this section, you will learn how to add collaborators to a workspace.

To add a collaborator to a workspace, you need to sign up for at least a Teams plan or, alternatively, an Academic plan, which is free, as explained in Chapter 1, An Overview of Comet. Depending...

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