As the demand for AI skyrockets, vendors must provide data science and extended AI teams with more automation to increase productivity, model operations for smooth deployment, and a product roadmap that makes breakneck machine learning innovations accessible. Automation, ModelOps, And Product Roadmap Should Factor Prominently In Buy Decisions.
IBM, SAS, RapidMiner, Dataiku, And TIBCO Software Lead The Pack in "The Forrester Wave™: Multimodal Predictive Analytics And Machine Learning, Q3 2020"
Gartner's Definition/Description
Cloud computing is a style of computing in which scalable and elastic IT-enabled capabilities are delivered as a service using internet technologies. Cloud infrastructure and platform services (CIPS) are defined as standardized, highly automated offerings, in which infrastructure resources (e.g., compute, networking and storage) are complemented by integrated platform services. These include managed application, database and functions as-a-service offerings. The resources are scalable and elastic in near-real time and are metered by use. Self-service interfaces are exposed directly to the customer, including a web-based user interface (UI) and an API. The resources may be single-tenant or multitenant, and can be hosted by a service provider or on-premises in the customer’s data center.
AWS, Azure and GCP are the leaders in "Magic Quadrant for Cloud Infrastructure and Platform Services 2020".
