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Cloudera Data Platform (CDP)

Cloudera Data Platform (CDP) is an integrated data management and analytics environment used to manage, process, and analyze large volumes of structured and unstructured data. It enables the user to perform data engineering, data warehousin...

Skills Hierarchy and Tags

CategoryAnalysis
SubcategoryData Science
SkillCloudera Data Platform (CDP)
Skill TypeSpecialized Skill
Specialized TagsSoftware

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Apache Flume

Apache Flume is an open-source service for efficiently collecting, aggregating, and moving large amounts of log data from different sources to a centralized data store or data processing framework. It is used for data ingestion and is commonly used in big data environments to handle data streams from various sources. Flume is highly configurable and flexible, allowing users to customize the data flow process to suit their specific needs. Knowledge of Flume is required for professionals working with big data technologies and data analytics.

Apache NiFi refers to a data flow automation platform used to move, route, transform, and monitor data between systems. It is applied in work contexts to build and manage data pipelines, support real time data processing, and control data ingestion across different sources and destinations. The skill involves designing reusable flow-based processes that help organizations manage data movement and operational integration.

Big Data Application refers to the use of software systems designed to process, manage, and analyze large and complex datasets. Big Data Application is used to support data-driven operations and analysis by enabling scalable data processing, integration, and information delivery across organizational activities.

Hadoop Distributed File System (HDFS) is an open-source software framework that is designed to store and manage large data sets across clusters of computers. It is based on the Google File System (GFS) and provides scalable, reliable, and fault-tolerant storage for big data applications. HDFS divides data into blocks and distributes them across multiple nodes in a cluster, which allows for efficient and parallel processing of data. Hadoop developers and administrators need to have specialized skills in configuring, managing, and optimizing HDFS for specific data processing tasks.

MapR is a Big Data platform that offers advanced data processing and analytics capabilities for storing and analyzing large volumes of data. It provides a reliable, scalable, and secure infrastructure for businesses to manage data and gain valuable insights. MapR's software is designed to handle a wide range of use cases, including IoT, machine learning, and advanced analytics. Specialized skills related to MapR include installation, configuration, administration, and development of applications on the platform.

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Lightcast Skills Taxonomy

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This skill is part of the Lightcast Skills Taxonomy, a library of over 35,000 job related skills. It is the standard used by higher education institutions, public sector organizations and Fortune 500 companies around the globe.

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