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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

Using Comet to build a narrative

Comet provides two main features to build a narrative – panels and reports. You have already learned some basic concepts related to panels in Chapter 1, An Overview of Comet, and other advanced concepts relating to panels and reports in Chapter 2, Exploratory Data Analysis in Comet.

Regarding panels, you have already learned how to implement them in Python using the SDK provided by Comet. Comet also allows you to implement panels in JavaScript. In this section, you will learn the main classes and functions provided by Comet to implement a panel in JavaScript. In addition, you will learn some advanced concepts about reports. We will create two examples, which will allow you to practically learn how Comet can be used to transform data into a story.

The section is organized as follows:

  • JavaScript panels
  • Advanced reports
  • Example one
  • Example two

Let’s start with the first point, JavaScript panels.

Using...

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