MLOps or Machine Learning Operations is an approach to develop AI models for production environment
You Must know the key components of MLOps
Key Components of MLOPs - 1Model development: This involves Building and training machine learning models
Key Components of MLOPs - 2Model Deployment: Deploying model into production environment is another important staeps
Key Components of MLOPs - 3Model Monitoring: Tracking model performance, updating with new data, performance biasness like tracking is essential for the credibility of result
Key Components of MLOPs - 4Data Management:Managing data pipelines, model quality time to time is essential