Full-featured, Enterprise Grade Data Science and MLOps platform.
Use Cases and Deployment Scope
Iguazio is a very powerful and reliable tool that i have used for over 3 years now. Being a MLOps Platform it has enabled us to develop, deploy and manage real-time AI applications at scale. The platform includes includes an online and offline feature store,fully integrated with automated model monitoring and drift detection, model serving and dynamic scaling capabilities.
Pros
- It enables us to develop, deploy and manage real-time AI applications at scale.
- Easy machine learning and rapidly deploy operational ML pipelines.
Cons
- The user interface is not so much user-friendly, and easy-to-use, navigate.
Likelihood to Recommend
With Iguazio we are able to scale up our organisations AI infrastructure which us vital to meet business goals and accelerate time-to-time. We are also able to manage our ML pipeline end-to-end using a full-stack,user-friendly environment, feature-rich integrated feature store and powerful data transformation and real-time feature engineering capabilities.