Finally, you deploy your model into production and monitor for continuous improvement using ML Operations (MLOps). MLOps aims to streamline the process of taking ML models to production and maintaining and monitoring them. In this book, we will focus on data labeling. In a real-world project, the datasets that sources provide us with for analytics […]
In this step, you identify and gather potential data sources that may be relevant to your project’s objectives. This involves finding datasets, databases, APIs, or any other sources that may contain the data needed for your analysis and modeling. The goal of data discovery is to understand the landscape of available data and assess its […]
The main intention behind the new HTML template flow control syntax was to have a new basis for building new possibilities in the framework’s templates. The first new feature made possible by the syntax is the defer instruction, with which it is possible to lazy load components directly from the HTML template. We learned in […]
The Angular framework is continually evolving with new features and optimizations, but to help communities and developers keep organized and their applications up to date, the Angular team uses semantic versioning to number their releases. A semantic version number is composed of three parts and each part has the following representation: In this book, we […]
Let’s prepare our main application gym diary to consume the micro frontend that we prepared previously. To do this, let’s start by creating a new module in the application. On the command line, we will use the following Angular CLI commands:ng g m exercise –routingng g c exercise/exercise With the preceding commands, we create the […]
With our micro frontend project ready, we need to prepare it to be consumed by another application. There are several ways to share micro frontends, from the simplest (and obsolete), with the use of iframes, to more modern, but complex, solutions such as module federation. In this section, we will use an approach widely used […]
