Deploying and Monitoring Deep Learning Models

Deploying machine learning models into production is a crucial step in the lifecycle of any data science project. However, this process often presents challenges related to scalability, reliability, and maintainability. Managed Workflows for Apache Airflow (MWAA), a fully managed service provided by Amazon Web Services (AWS), offers a solution to these challenges by simplifying and automating the deployment and orchestration of complex workflows, including model deployment.