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

We will be using the developer console for all code examples in this chapter. To run any code snippet in your default browser, you need to open the developer console. The commands for opening the console provided for various browsers are shown in the following list:

Google Chrome: To open the developer console in Google Chrome, open the Chrome menu from the upper-right-hand corner of the browser window and select More Tools | Developer Tools. You can also use the Option + Command + J shortcut on macOS, or Shift + Ctrl + J on Windows/Linux.
Microsoft Edge: In Microsoft Edge, open the Edge menu in the upper-right-hand corner of the browser window and select F12 Developer Tools, or you can just press F12 to open it.
Mozilla Firefox: In Mozilla Firefox, click on the Firefox menu in the upper-right-hand corner of the browser and select Web Developer | Browser Console. You can also use the Shift + ⌘ + J shortcut on macOS or Shift + Ctrl + J on...

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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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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

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