DeepLearning in JS : Building a Sales Prediction App on Browser

Welcome to the world of Machine Learning and Deep Learning and to our first project - Building a Sales Prediction App on Browser

In this chapter, we will gain the following skills:

▪ Learn about regression and curve-fitting

▪ Understanding of how to load data using JavaScript

▪ Create a helper function to load the CSV data into JSON format

▪ Implement the Regression model in the console

▪ Understand the major components required to build any ML model in the browser.

▪ Learn how to integrate the regression model with the browser

Topic

1. Introduction

2. Setting up the system environment

3. Exploring and pre-processing the dataset

4. Building regression model on the console

5. Training the model

6. Prediction

7. Building the model on the browser

8. Creating HTML components

9. Testing the model on browser

10. Summary

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