Course Information
Course Name
ADMIN-280: Administering Cloudera on cloud
Exam code
CDP-500
Duration
4 Days
Certification
Cloudera Administrator Cloud
Overview
This training provides a comprehensive understanding of the steps required to configure, operate, and maintain Cloudera on cloud instances. This four-day instructor-led course covers everything from setup to configuring various data services to executing workloads on AWS, Azure, and GCP using Cloudera Management Console. The course covers configuration options using the web interface, as well as automation scenarios using Ansible. On the optimization side, it covers load balancing and tuning Cloudera on cloud instances. This course equips participants to effectively address the real-world challenges faced by administrators running Cloudera on cloud.
Audience Profile
This course is best suited to cloud systems administrators and operators who have at least basic Linux and AWS/Azure/GCP experience.
Prerequisities
Prior knowledge of Cloudera is not required, but helpful.
At Course Completion
Through instructor-led discussion and interactive, hands-on exercises, you will learn how to:
Evaluate and select the appropriate deployment option
Setup Cloudera using Cloudera Management Console
Setup and configure various data services
Configure and monitor instances using Cloudera Manager
Optimize cluster performance and security
Detect, troubleshoot, and repair problems with the cluster
Auto scale Data Hub clusters and Data Services
Course Outline
Module 1: Managing Data Hubs
Best Practices on Data Hubs
Sizing Data Hubs
Cloudera Manager
Data Hub Services
Autoscaling/Data Hub Info
Checking Cluster Health Status / Events and Alerts
Host Maintenance
Upgrading a Data Hub Cluster
Monitoring / Monitoring Features
Module 2: Data Services Overview
Data Services Overview
Data Services
Planning Your Data Service Cluster
Choosing the Right Hardware / Network Considerations
Creating Data Services
DataFlow
Data Engineering
Data Warehouse
Operational Database
Machine Learning
Troubleshooting
Module 3: DataFlow
DataFlow Service Overview
Data Ingest Overview
Ingesting Data using File Transfer or REST Interfaces
Ingesting Data Using NiFi
Autoscaling
Module 4: Monitoring and Management
Monitoring and Management in Cloudera on cloud
Data Lake Cluster Monitoring and Cloudera Auditing
Getting Started with Monitoring in Cloudera
Monitoring with Cloudera Manager: Health Tests and Dashboards
Monitoring Clusters, Services, Hosts, Roles, and Activities
Troubleshooting Cluster Configuration and Operation
Module 5: Data Management
SDX – Security and Governance
Security Concepts
Access Cloud Storage
Data Lake Security: SDX
Apache Ranger
Cloudera Authorization / Authentication
Data Governance
Apache Atlas
Data Catalog
Module 6: Observability
Overview
Support
Observability deployment architecture
Monitoring capabilities
Working with alerts, costs, and reports
Module 7: Cloudera Data Engineering
Data Engineering Service Overview
Apache Spark/Flink/Kafka streams Overview
Autoscaling
Module 8: Cloudera Data Warehouse
Data Warehouse Service Overview
Adding and Managing a Database Catalog
Adding and Tuning a Virtual Warehouse
Querying a Data Warehouse
Data Visualization
Monitoring & Troubleshooting
Module 9: Cloudera Operational Database
Operational Database Service Overview
Apache HBase/Search Overview
Autoscaling
Module 10: Cloudera AI
Cloudera AI Service Overview
Cloudera Engines
Requirements for Cloudera AI Workspaces
Provisioning a Cloudera AI Workspace
Cloudera AI Auto-Scaling
Monitoring
All Cloudera certification courses are conducted by certified trainers from Iverson.
Digital Methods acts as the official training partner and assists with program consultation, registration, coordination, scheduling, and administrative arrangements to ensure a seamless and well-managed training experience.