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Data Processing with Optimus

You're reading from   Data Processing with Optimus Supercharge big data preparation tasks for analytics and machine learning with Optimus using Dask and PySpark

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Product type Paperback
Published in Sep 2021
Publisher Packt
ISBN-13 9781801079563
Length 300 pages
Edition 1st Edition
Languages
Concepts
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Authors (2):
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Dr. Argenis Leon Dr. Argenis Leon
Author Profile Icon Dr. Argenis Leon
Dr. Argenis Leon
Luis Aguirre Contreras Luis Aguirre Contreras
Author Profile Icon Luis Aguirre Contreras
Luis Aguirre Contreras
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Toc

Table of Contents (16) Chapters Close

Preface 1. Section 1: Getting Started with Optimus
2. Chapter 1: Hi Optimus! FREE CHAPTER 3. Chapter 2: Data Loading, Saving, and File Formats 4. Section 2: Optimus – Transform and Rollout
5. Chapter 3: Data Wrangling 6. Chapter 4: Combining, Reshaping, and Aggregating Data 7. Chapter 5: Data Visualization and Profiling 8. Chapter 6: String Clustering 9. Chapter 7: Feature Engineering 10. Section 3: Advanced Features of Optimus
11. Chapter 8: Machine Learning 12. Chapter 9: Natural Language Processing 13. Chapter 10: Hacking Optimus 14. Chapter 11: Optimus as a Web Service 15. Other Books You May Enjoy

Joining the community

As we have stated throughout this book, Optimus is an open source project. Contributions go far beyond pull requests and commits. We are very happy to receive any kinds of contributions, including the following:

  • Documentation updates, enhancements, designs, or bug fixes
  • Spelling or grammar fixes
  • README.md corrections or redesigns
  • Unit or functional tests
  • Triaging GitHub issues, especially for determining whether an issue persists or is reproducible
  • Searching for #optimusdata on Twitter and helping someone else who needs help
  • Blogging, speaking about, or creating tutorials about Optimus and its many features
  • Helping others on Slack at slack.hi-optimus.com

We are always on Slack, so do not hesitate to reach out if you need any help or want to share an idea about any of our projects. You can also open a GitHub issue if you need any help with Bumblebee.

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