Sat, Mar 16|
Getting started with Apache Iceberg®
Analyze your massic data with high-performance and reliability
Time & Location
Mar 16, 2024, 9:00 AM – 5:00 PM GMT
About the event
In the fast-paced world of data management, staying ahead of the curve is crucial to harness the full potential of your data assets. Apache Iceberg® is a groundbreaking technology that is revolutionizing the way data is stored, managed, and queried within data lakes. Welcome to our exclusive event & master data engineering with Apache Iceberg®". With hands-on sessions you can unlock advanced big data analytics with Apache iceberg® for your organizations, virtually from anywhere. Data engineering with Apache Iceberg® is as smooth as it can get!
- Unlock the Apache Iceberg® Advantage Leverage the unparalleled advantages by learning how this cutting-edge technology can empower you to take control of your data like never before. Unlock advanced big data analytics with Apache iceberg® and excite your customers.
- Explore the Intricacies of Apache Iceberg® Architecture: Data engineering with Apache Iceberg® starts with exploring Apache Iceberg's® architecture and understanding its core concepts that make it a game-changer.
- Craft Efficient Data Queries: Efficiency is the name of the game. Discover how to write data queries that not only fetch results swiftly but also optimize your data lakes for peak performance.
- Unravel Apache Iceberg® Internals: Go beneath the surface and uncover the inner workings of Apache Iceberg®. Gain insights into its internal mechanisms, enabling you to make informed decisions when working with your data to know what makes Data engineering with Apache Iceberg® a cake walk!.
- Master the Art of Management, Monitoring, and Optimization: Managing data is an art, and we'll teach you the brushstrokes. Learn how to effectively manage, monitor, and optimize Apache Iceberg® to ensure your data lakes run like well-oiled machines.
- Hands-on Implementation: Theory is important, but practice brings real progress. Roll up your sleeves and get ready to dirty you hands in an exciting hands-on session to solidify your understanding of Apache Iceberg®.
Before diving into this transformative journey, make sure you have:
- Familiarity with basic SQL concepts.
- Basic Python programming skills.
- Knowledge of Hadoop & Apache Spark will be helpful.
Who Should Attend?
This event is tailor-made for:
- Data professionals aiming to supercharge their performance by leveraging Apache Iceberg®.
- Data Engineers looking to establish or transition form Data lakes to Data Lakehouses using Apache Iceberg®.
Why You Shouldn't Miss This Event
By attending "Getting started with Apache Iceberg®," you'll gain:
- In-Depth Knowledge: Walk away with a profound understanding of Apache Iceberg® and how it can elevate your data management game.
- Practical Skills: Acquire hands-on skills that you can immediately apply in your data projects.
- Industry Insights: Stay ahead of the curve by learning about the latest advancements in data engineering.
- Networking Opportunities: Connect with like-minded professionals and expand your network in the data industry.
- Career Advancement: Enhance your career prospects by adding Apache Iceberg® expertise to your skill set.
Don't miss out on this opportunity to level up your data engineering game. Join us for "Getting Started with Apache Iceberg®" and become a data management maestro. Reserve your spot today and unlock the power of Apache Iceberg®!
Understanding Apache Iceberg®
- 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?
Apache Iceberg Architecture
- 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
Setting Up Apache Iceberg
- Installation and setup of Apache Iceberg®
- Configuring metadata storage for Apache Iceberg® tables
Creating Apache Iceberg Tables
- Apache Iceberg® table structure
- Step-by-step guide to creating Apache Iceberg® tables using
- Apache Spark
- Presto/Trino on Starburst
Writing and Reading Data
- Inserting data into Apache Iceberg® tables
- Batch inserts
- Streaming inserts
- Efficiently querying Apache Iceberg® tables
- Demonstrating how Apache Iceberg's® data layout optimization enhances query performance
Internals of Apache Iceberg®
- The Iceberg Catalog
- The Metadata Layer
- Metadata File
- Manifest List
- Manifest File
- The Data Layer
- A look under the covers when CRUDing
Management, Monitoring and Optimization
- Managing schema evolution
- Enabling partitions in Iceberg Tables
- Hidden Partitioning
- Partition Layer Evolution
- Understanding Time Travel
- Version Rollback
- Data Compaction
- Metrics and Alerts
- Monitoring Iceberg Tables
- Sale ends: Mar 13, 2024, 11:50 PM GMT
*Inclusive of all taxes$440.00