About This Training
The Open Data Lakehouse is a modern data architecture that enables versatile analytics on streaming and stored data within cloud-native object stores. This architecture can span hybrid and multi-cloud environments.
This course introduces Apache Ozone, a hybrid storage service addressing the limitations of HDFS. You'll also explore Apache Iceberg, an open-table format optimized for petabyte-scale datasets. The course covers Iceberg's benefits, architecture, read/write operations, streaming, and advanced features like time travel, partition evolution, and Data-as-Code. Over 25 hands-on labs and a capstone project will equip you with the skills to build an efficient, performant Open Data Lakehouse within your own environment.
Who Should Take This Course?
This course is designed for data professionals within organizations using Cloudera Data Warehouse or Cloudera Data Engineering solutions. If you're building an Open Data Lakehouse powered by Apache Iceberg, this course will provide the knowledge and skills you need. Ideal roles include Data Engineers, Hive/Impala SQL Developers, Kafka Streaming Engineers, Data Scientists, and CDP Admins. A basic understanding of HDFS and experience with Hive and Spark are prerequisites.
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Skills You Will Gain
Open Data Lakehouse Fundamentals
Understand core Open Data Lakehouse concepts and benefits.
Introduction to Apache Ozone and its integration within the CDP Ecosystem.
Apache Ozone Mastery
Configure Ozone, use CLI commands, and transfer data between HDFS and Ozone.
Integrate Ozone into applications.
Apache Iceberg Expertise
Explore Iceberg's integration with CDP, architecture, and data lakehouse design principles.
Master data management, governance, and optimization best practices.
Understand snapshots and time travel queries.
Design tables strategically (external/managed, copy-on- write, merge-on-read).
Employ advanced features: change data capture (CDC), schema/partition evolution, hidden partitions.
Data-as-Code and Compliance
Implement zero-copy cloning, table branching, and tagging for QA, ML models, and auditing.
Optimize ETL/ELT data loading and achieve GDPR compliance with Iceberg's write-audit-publish (WAP).
Hive to Iceberg Migration
Understand catalog differences and migration strategies.
Manage late-arriving data effectively.
Iceberg Administration
Perform table maintenance tasks.
Configure and manage access control settings.
Capstone Project
Apply all concepts by implementing an Open Data Lakehouse use case in CDP.
Develop a comprehensive Open Data Lakehouse implementation runbook.
Are you ready to transform your data lakehouse and take your organization's data strategy to the next level? Join our immersive four-day course and master the Open Data Lakehouse architecture, focusing on the powerful combination of Apache Iceberg and Apache Ozone.
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Administrator Certification
Upon completion of the course, attendees are encouraged to continue their study and register for the Cloudera Certified Administrator (CCA) exam. Certification is a great differentiator. It helps establish you as a leader in the field, providing employers and customers with tangible evidence of your skills and expertise.
Advance your career
Cloudera Administrators are among the most in-demand roles. Check out some of the job opportunities currently listed that match the professional profile, many of which seek CCA qualification.
Private training
We also provide private training at your site, at your pace, and tailored to your needs.