Concept
Typical Workflow
ROBOTICS AND ARTIFICIAL INTELLIGENCE / What Is Machine Learning?
"A typical workflow includes: 1. Define the problem. 2. Collect relevant data. 3. Clean and prepare the data. 4. Choose a model. 5. Train the model. 6. Evaluate performance on separate data. 7. Deploy and monitor the model."
Related Ideas
- Image ProcessingROBOTICS AND ARTIFICIAL INTELLIGENCE · Image Processing
- Tidy DataQuantitative Problem Solving in Natural Resources · Interlude: Collecting and Managing Data
- Learning VisionROBOTICS AND ARTIFICIAL INTELLIGENCE · Main Areas of AI
- AI LearningROBOTICS AND ARTIFICIAL INTELLIGENCE · Glossary of Important Terms