Tag
Ai prompts
5 prompts
AI Model Deployment Strategy and Infrastructure Guide
Provides comprehensive deployment strategies for AI models including infrastructure setup, scaling considerations, monitoring frameworks, and cost optimization for production environments.
Experiment Tracking Setup with MLflow or W&B
Generate a complete experiment tracking configuration with MLflow or Weights & Biases including logging, artifact management, model registry, and comparison dashboards.
ML Model Training Pipeline Scaffold
Generate a complete machine learning training pipeline with data splitting, preprocessing, model training, hyperparameter tuning, and experiment logging ready for production deployment.
Recommendation Engine Builder
Generate a complete recommendation system with collaborative filtering, content-based, or hybrid approaches including data preparation, model training, evaluation, and serving logic.
NLP Text Processing Pipeline
Generate a complete NLP text processing pipeline with tokenization, cleaning, feature extraction, and downstream task setup for text classification, entity extraction, or sentiment analysis.