Cloudera Machine Learning

Cloudera Machine Learning is service of machine learning for the Cloudera Data Platform platform.

2020: Announcement of Cloudera Machine Learning

The Cloudera company, the expert in corporate cloud data, provided Cloudera Machine Learning. Representatives of Cloudera reported about it to TAdviser at the end of February, 2020.

According to the company, service allows IT specialists to implement easily for business self-service during the work with data on a large scale. The Cloudera Machine Learning service provides processing and the analysis of corporate data in a cloud.

Using Cloudera Machine Learning service of the enterprise can quickly unroll several mouse clicks for groups of specialists working environments ML Workspaces or environments of machine learning based on virtual machines, having provided them the self-serviced access to the general data and tools necessary for the organization of complex workflows of machine learning in any place. Priyank Patel, the head of department of products of machine learning of Cloudera company told

Service of machine learning on the Cloudera Data Platform platform provides to processing and data analysis, engineers data and specialists machine learning specialists:

• Instant working environment - deployment of working environments of machine learning for groups of specialists in several clicks with access to project environments and resources which are necessary for them for complex process of machine learning.
• Fast replication – equal access to replicable data sets in hybrid and multicloud environments, saving at the same time management tools security and enterprise data management.
• Possibility of the choice of own tools – groups of specialists in data get access to the open instruments of processing and data analysis preferred by them. At the same time the required security level remains, administration costs are minimized.
• The flexible, automatically stopped resources – to groups of specialists in data are provided necessary scalable, diverse computing resources for fast execution of works with support of the configured isolated environments which help IT specialists to manage and optimize easily resources and costs for infrastructure of IT.
• The complex and approved user experience – development of data models, training of models, tracking of results of experiments and also deployment and control of working models in unified, integral environment without the need for switching between processes or associations of workflows using several tools.
• Mobility and coordination - freedom of data movement and infrastructure to any place without creation of separate storages and without change of the approved user experience on which teams of experts on processing and data analysis for creation of reliable workflows and processes of complex machine learning rely.

The Cloudera Machine Learning service is completely integrated with the Cloudera Data Platform (CDP) platform including the data warehouse of Cloudera Data Warehouse and Data Hub that provides fast delivery of multifunction analytics and machine learning in any cloud. It allows the companies to create and scale the intellectual applications based on data and to manage them anywhere - from the peripheral systems to the AI systems. Machine learning of Cloudera Machine Learning also completely uses the possibilities of data exchange (Shared Data Experience, SDX) provided to CDP. Cloudera SDX provides reliable data protection, management and control in all multifunction analytical systems, providing secure access to data in the mode of self-service and the sensor of enterprise-wide data.

The Cloudera Machine Learning service provides complex experience for data processing and the organization of workflows of machine learning.