Made With ML

🎨 Design

• Product
• Engineering
• Project

🔢 Data

• Exploration
• Labeling
• Preprocessing
• Splitting
• Augmentation

📈 Modeling

• Baselines
• Evaluation
• Experiment tracking
• Optimization

💻 Developing

• Packaging
• Organization
• Logging
• Documentation
• Styling
• Makefile

📦 Serving

• Command-line
• RESTful API

✅ Testing

• Code
• Data
• Models

♻️ Reproducibility

• Git
• Pre-commit
• Versioning
• Docker

🚀 Production

• Dashboard
• CI/CD
• Monitoring
• Data stack
• Systems design
• Feature store
• Orchestration