Bifalgorithm post · Robotics and AI · What Is Machine Learning?
Typical Workflow
Typical Workflow (Robotics and AI · What Is Machine Learning?) — "A typical workflow includes: 1. Define the problem. 2. Collect relevant data. 3. Clean and pr…
Ideas in this flowchart
- Typical machine-learning workflow
- Problem definition and data preparation
- Define the problem
- Collect relevant data
- Clean and prepare the data
- Model development and evaluation
- Choose a model
- Train the model
- Evaluate performance on separate data
- Deployment and monitoring
- Deploy the model
- Monitor the model
