Managing Datasets and Models / / Oswald Campesato.
This book contains a fast-paced introduction to data-related tasks in preparation for training models on datasets. It presents a step-by-step, Python-based code sample that uses the kNN algorithm to manage a model on a dataset. Chapter One begins with an introduction to datasets and issues that can...
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| Superior document: | Title is part of eBook package: De Gruyter DG Plus DeG Package 2023 Part 1 |
|---|---|
| VerfasserIn: | |
| Place / Publishing House: | Dulles, VA : : Mercury Learning and Information, , [2023] ©2023 |
| Year of Publication: | 2023 |
| Language: | English |
| Online Access: | |
| Physical Description: | 1 online resource (368 p.) |
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Table of Contents:
- Frontmatter
- Contents
- Preface
- Chapter 1: Working with Data
- Chapter 2: Outlier and Anomaly Detection
- Chapter 3: Cleaning Datasets
- Chapter 4: Working with Models
- Chapter 5: Matplotlib and Seaborn
- Appendix: Working with awk
- Index