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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

Setting up the environment

Let's see how we can set up Blurr in a JavaScript environment.

Pre-requisites for Blurr

Before installing Blurr, we must know what Node.js is and how its package manager works. Just having Node.js and NPM installed should be enough. To install these packages, please go to the official documentation here: https://nodejs.org/en/docs/guides/getting-started-guide/.

The Node.js installation will include NPM, which will already take us halfway. We're now able to initialize a new Node.js project using npm init on the command line. Now let's learn how to install the package.

Also, we're going to need Jupyter Kernel Gateway running in WebSocket mode. To learn how to set up and initialize an instance, read the documentation available here: https://jupyter-kernel-gateway.readthedocs.io/.

Installing the package

To install Blurr in an already set-up Node.js project, we can use the following command in our Terminal or Command Prompt...

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