You're reading from Building Data-Driven Applications with Danfo.js A practical guide to data analysis and machine learning using JavaScript

Product type Paperback

Published in Sep 2021

Publisher Packt

ISBN-13 9781801070850

Length 476 pages

Edition 1st Edition

Languages

JavaScript

Tools

Danfo.js

Concepts

Data Analysis

Authors (2):

Stephen Oni

Rising Odegua

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Table of Contents (18) Chapters

Preface

1. Section 1: The Basics

2. Chapter 1: An Overview of Modern JavaScript FREE CHAPTER

3. Section 2: Data Analysis and Manipulation with Danfo.js and Dnotebook

4. Chapter 2: Dnotebook - An Interactive Computing Environment for JavaScript

5. Chapter 3: Getting Started with Danfo.js

6. Chapter 4: Data Analysis, Wrangling, and Transformation

7. Chapter 5: Data Visualization with Plotly.js

8. Chapter 6: Data Visualization with Danfo.js

9. Chapter 7: Data Aggregation and Group Operations

10. Section 3: Building Data-Driven Applications

11. Chapter 8: Creating a No-Code Data Analysis/Handling System

12. Chapter 9: Basics of Machine Learning

13. Chapter 10: Introduction to TensorFlow.js

14. Chapter 11: Building a Recommendation System with Danfo.js and TensorFlow.js

15. Chapter 12: Building a Twitter Analysis Dashboard

16. Chapter 13: Appendix: Essential JavaScript Concepts

17. Other Books You May Enjoy

Technical requirements

In order to follow along with this chapter, you should have the following:

A modern browser such as Chrome, Safari, Opera, or Firefox
Node.js and, optionally, Danfo Notebook (Dnotebook) installed on your system
A stable internet connection for downloading datasets

Installation instructions for Dnotebook can be found in Chapter 2, Dnotebook - An Interactive Computing Environment for JavaScript.

Note

If you do not want to install any software or libraries, you can use the online version of Dnotebook at https://playnotebook.jsdata.org/.

Danfo.js comes with a plotting application programming interface (API) for easily making plots, and under the hood, it uses Plotly. This is the main reason why we introduce Plotly.js in this chapter, as knowledge gained here will help you easily customize plots created with Danfo.js in the next chapter.

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You're reading from Building Data-Driven Applications with Danfo.js A practical guide to data analysis and machine learning using JavaScript

Table of Contents (18) Chapters

Technical requirements

Authors (2)

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Table of Contents (18) Chapters

Technical requirements

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