🏋️ Continuous Training: Data Collection and Model Training
Table of Contents 1. Continuous Training 2. Data collection 2.1. Frontend 2.2. Backend 3. Training Pipeline 3.1. Training 3.2. Evaluation 3.3. Model Deployment 3.4. Proxy Deployment 4. Putting it all together 5. References In this series we will build from scratch a Continuous Training System. However, to keep things simple, we will use a toy example and run the system locally. In a real-world scenario, the system would be deployed in a cloud environment and the data would be stored in a distributed storage system....