Apache Iceberg Training Online

Instructor-Led Training Parameters

Course Highlights

  • Instructor-led Online Training
  • Project Based Learning
  • Certified & Experienced Trainers
  • Course Completion Certificate
  • Lifetime e-Learning Access
  • 24x7 After Training Support

Apache Iceberg Training Online Course Overview

Apache Iceberg is a high-performance table format for data lakes, designed to handle petabyte-scale data with ease and efficiency. Multisoft Systems offers a comprehensive Apache Iceberg training program that equips data engineers, analysts, and IT professionals with the knowledge and skills needed to optimize data management and analytics in modern data lake environments. This training delves deep into Iceberg’s core features, including schema evolution, partitioning, version control, and ACID compliance. Participants will gain a thorough understanding of how Apache Iceberg simplifies complex data challenges, such as managing historical data, handling large datasets, and integrating seamlessly with popular tools like Spark, Flink, and Hive. With a blend of theoretical concepts and hands-on exercises, the course ensures learners can confidently design and manage Iceberg tables, implement advanced data operations, and improve query performance. Real-world use cases and best practices are integrated into the curriculum to bridge the gap between learning and application.

Whether you’re transitioning from traditional data warehousing or seeking to enhance your expertise in data lakehouse technologies, this course provides the insights and practical experience to thrive in today’s data-driven world. Enroll in Multisoft Systems’ Apache Iceberg training to elevate your data engineering skills and career prospects.

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Apache Iceberg Training Online Course curriculum

Curriculum Designed by Experts

Apache Iceberg is a high-performance table format for data lakes, designed to handle petabyte-scale data with ease and efficiency. Multisoft Systems offers a comprehensive Apache Iceberg training program that equips data engineers, analysts, and IT professionals with the knowledge and skills needed to optimize data management and analytics in modern data lake environments. This training delves deep into Iceberg’s core features, including schema evolution, partitioning, version control, and ACID compliance. Participants will gain a thorough understanding of how Apache Iceberg simplifies complex data challenges, such as managing historical data, handling large datasets, and integrating seamlessly with popular tools like Spark, Flink, and Hive. With a blend of theoretical concepts and hands-on exercises, the course ensures learners can confidently design and manage Iceberg tables, implement advanced data operations, and improve query performance. Real-world use cases and best practices are integrated into the curriculum to bridge the gap between learning and application.

Whether you’re transitioning from traditional data warehousing or seeking to enhance your expertise in data lakehouse technologies, this course provides the insights and practical experience to thrive in today’s data-driven world. Enroll in Multisoft Systems’ Apache Iceberg training to elevate your data engineering skills and career prospects.

  • Understand the fundamentals and architecture of Apache Iceberg as a table format for data lakes.
  • Learn how to configure and implement Iceberg in big data environments.
  • Master schema evolution techniques to handle changes in data structures efficiently.
  • Explore partitioning strategies to optimize data storage and query performance.
  • Gain expertise in ACID compliance for ensuring reliable and consistent data operations.
  • Integrate Apache Iceberg with popular tools like Apache Spark, Apache Flink, and Hive.
  • Learn how to perform advanced data operations such as time travel and version control.

Course Prerequisite

  • Basic understanding of big data concepts and architectures
  • Familiarity with SQL and database management systems

Course Target Audience

  • Data Engineers
  • Data Analysts
  • Data Scientists
  • Big Data Developers
  • ETL Developers
  • Cloud Architects
  • Database Administrators
  • Software Engineers
  • IT Professionals
  • Analytics Professionals

Course Content

  • Evolution of Data Platforms 
  • Understanding Data Lakes and Technologies available
  • Challenges with Data Lakes
  • Introduction to Apache Iceberg
  • Benefits of Apache Iceberg
  • Apache Iceberg vs Delta Lake vs Hudi
  • When to choose Apache Iceberg over other formats for data lake storage?

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  • Overview of Apache Iceberg architecture
  • Various Apache Iceberg Components
  • How does Apache Iceberg handle metadata and data versioning?
  • Integration of Apache Iceberg with key data processing engines like Starburst, Spark

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  • Installation and setup of Apache Iceberg 
  • Configuring metadata storage for Apache Iceberg tables

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  • Apache Iceberg table structure
  • Step-by-step guide to creating Apache Iceberg tables using
  • Apache Spark
  • Presto/Trino on Starburst
  • Hive

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  • Inserting data into Apache Iceberg tables
  • Efficiently querying Apache Iceberg tables
  • Demonstrating how Apache Iceberg’s data layout optimization enhances query performance
  • Batch inserts
  • Streaming inserts
  • Upserts

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  • The Iceberg Catalog
  • The Metadata Layer
  • The Data Layer
  • Metadata File
  • Manifest List
  • Manifest File
  • A look under the covers when CRUDing

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  • Managing schema evolution
  • Enabling partitions in Iceberg Tables
  • Understanding Time Travel
  • Version Rollback
  • Data Compaction
  • Metrics and Alerts
  • Monitoring Iceberg Tables
  • Hidden Partitioning
  • Partition Layer Evolution

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Apache Iceberg Training (MCQ) Assessment

This assessment tests understanding of course content through MCQ and short answers, analytical thinking, problem-solving abilities, and effective communication of ideas. Some Multisoft Assessment Features :

  • User-friendly interface for easy navigation
  • Secure login and authentication measures to protect data
  • Automated scoring and grading to save time
  • Time limits and countdown timers to manage duration.
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Apache Iceberg Corporate Training

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Learning Assessment

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Certification Training Achievements: Recognizing Professional Expertise

Multisoft Systems is the “one-top learning platform” for everyone. Get trained with certified industry experts and receive a globally-recognized training certificate. Some Multisoft Training Certificate Features :

  • Globally recognized certificate
  • Course ID & Course Name
  • Certificate with Date of Issuance
  • Name and Digital Signature of the Awardee
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Apache Iceberg Training Online FAQ's

Apache Iceberg is an open table format for large-scale data lakes, designed for high performance and reliability, supporting features like schema evolution, partitioning, and ACID compliance.

This course is ideal for data engineers, analysts, data scientists, big data developers, and IT professionals working with data lakes or big data systems.

Yes, basic knowledge of big data concepts, SQL, and familiarity with tools like Apache Spark or Hive is recommended. Programming experience in Python, Java, or Scala is also beneficial.

Topics include Iceberg architecture, schema evolution, partitioning, ACID transactions, integration with big data tools, version control, and real-world use cases.

To contact Multisoft Systems you can mail us on info@multisoftsystems.com or can call for course enquiry on this number +91 9810306956

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