There are several ways in which we can deploy web applications. We need to be familiar with the common frameworks that pack up our artifacts and machine learning models. In this chapter, we are going to learn how to create a package of TensorFlow.js applications. In the previous chapters, we have written various kinds of machine learning applications using TensorFlow.js. These applications are so simple that it would be great to learn about the basic building blocks that we use when we write an application with TensorFlow.js. But this is just the beginning.
From this chapter onward, more advanced topics will be covered. Therefore, it would be useful to make our applications production-ready in terms of performance and portability.
In this chapter, we will cover the following topics:
- The ecosystem around the JavaScript platform
- Module bundler...
