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Building Data-Driven Applications with Danfo.js

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

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Product type Paperback
Published in Sep 2021
Publisher Packt
ISBN-13 9781801070850
Length 476 pages
Edition 1st Edition
Languages
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Authors (2):
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Stephen Oni Stephen Oni
Author Profile Icon Stephen Oni
Stephen Oni
Rising Odegua Rising Odegua
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Rising Odegua
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Table of Contents (18) Chapters Close

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

Quick overview of JavaScript

According to the Stack Overflow 2020 Developer Survey (https://stackoverflow.blog/2020/05/27/2020-stack-overflow-developer-survey-results/), JavaScript (also referred to as JS) is the most common programming language in the world, with approximately 70% of developers using it for one task or another. This statistic is not surprising as JavaScript had been the most popular language for a good number of years before the survey was carried out. There are many reasons why this is so, and we will list some of them here:

  • It runs in the most common and readily available platform—the browser.
  • Numerous useful frameworks such as Node.js, React, and Angular are built around it.
  • It is versatile—that is, it can be used for both frontend and backend applications. For example, you can use JavaScript libraries such as React, Vue, and Angular to build great user interfaces (UIs), while you can use server-side packages such as Node.jS and...
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