Now that we have Docker containers, let’s deploy them together with Docker Compose. Also covered: security with Docker secrets, data persistence with Docker volumes and dependency ordering.
[Read More]
Building a translation app by putting together 3 containerized microservices: a Flask frontend, a FastAPI backend and a MySQL database. Let’s skim through the development process and the containerization. Also covered: Docker registry and CI/CD with GitHub Actions.
[Read More]
Let’s build a data stream with Kafka today! We will retrieve air quality data using the World Air Quality Index project’s API, then push it on a Kafka cluster.
[Read More]
Zero-shot classification is basically text classification with no training at all. How does it compare with transfer learning/fine-tuning? We’ll see using the beloved 🤗 transformers library.
[Read More]