What is Machine Learning Platforms (ML) Software?
A comprehensive collection of tools, libraries and resources that allows data scientists and machine learning engineers to build and deploy Machine Learning (ML) powered business applications. ML tools automate the delivery life-cycle of predictive applications capable of processing big data using machine learning algorithms.
Common Features
Data Ingestion | Data Pre-Processing | Feature Engineering | Algorithm Diversity | Model Training | Model Tuning | Model Monitoring and Management | Performance and Scalability | Ensembling | Openness and Flexibility | Explainability | Data Exploration and Visualization | Pre-Packaged AI/ML Services | Data Labeling | Algorithm Recommendation
Date compared on May 14, 2024