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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

Chapter 1: An Overview of Modern JavaScript

In this chapter, we will talk about some core JavaScript concepts. If you are new to JavaScript and need an introduction, check out Chapter 13, Appendix: Essential JavaScript Concepts.

Understanding some of the modern concepts of JavaScript is not a prerequisite to using Danfo.js, but we recommend going through this chapter if you're new to JavaScript or coming from a Python background, the reason being that we'll be using most of the concepts introduced here when building applications with Danfo.js. Also, it is worth mentioning that many of the concepts introduced here will, in general, help you to write better JavaScript.

This chapter introduces you to some modern JavaScript concepts, and by the end, you will have learned and understand the following concepts:

  • Understanding the difference between let and var
  • Destructuring
  • Spread syntax
  • Overview of scopes and closures
  • Understanding Array and Object methods
  • Understanding the this property
  • Arrow functions
  • Promises and async/await
  • Object-oriented programming and JavaScript classes
  • Setting up a modern JavaScript environment with transpilers
  • Unit testing with Mocha and Chai
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Building Data-Driven Applications with Danfo.js
Published in: Sep 2021
Publisher: Packt
ISBN-13: 9781801070850
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