Comet for data science : enhance your ability to manage and optimize the life cycle of your data science project [E-Book] / Angelica Lo Duca, Gideon Mendels.
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 Boo...
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Full text |
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| Personal Name(s): | Duca, Angelica Lo, author |
| Mendels, Gideon, author | |
| Imprint: |
Packt Publishing,
2022
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| Physical Description: |
1 online resource (402 pages) |
| Note: |
englisch |
| ISBN: |
9781801814430 9781801814355 |
| Keywords: |
Computers -- Artificial Intelligence -- General Computers -- Data Science -- General Computers -- Machine Theory |
- Comet for data science : enhance your ability to manage and optimize the life cycle of your data science project
- Foreword
- Contributors
- Table of Contents
- Preface
- Section 1 - Getting Started with Comet
- Chapter 1: An Overview of Comet
- Chapter 2: Exploratory Data Analysis in Comet
- Chapter 3: Model Evaluation in Comet
- Section 2 - A Deep Dive into Comet
- Chapter 4: Workspaces, Projects, Experiments, and Models
- Chapter 5: Building a Narrative in Comet
- Chapter 6: Integrating Comet into DevOps
- Chapter 7: Extending the GitLab DevOps Platform with Comet
- Section 3 - Examples and Use Cases
- Chapter 8: Comet for Machine Learning
- Chapter 9: Comet for Natural Language Processing
- Chapter 10: Comet for Deep Learning
- Chapter 11: Comet for Time Series Analysis
- Index.