Apache Iceberg Courses and Certifications

DeepLearning.AI;  Amazon Web Services

Data Storage and Queries

Explore data storage systems, query techniques, and modern architectures. Practice with graph databases, vector search, and build data lakes and lakehouses using AWS services.

• Coursera
• 22 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Building Modern Data Streaming Apps with Open Source

Discover best practices for building data streaming applications using open-source frameworks. Learn to orchestrate streams, perform ETL, enhance events, and make continuous queries with tools like Apache NiFi, Pulsar, Spark, and Flink SQL.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Databricks

How to Migrate from Snowflake to an Open Data Lakehouse Using Delta Lake UniForm

Explore Delta Lake UniForm's ability to create a single data set accessible across multiple open table formats, enhancing data lakehouse architecture efficiency and flexibility.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Databricks

Capital One's Data Innovation Strategy - You Build, Your Data (YBYD)

Capital One's cloud-based data ecosystem enables self-service innovation for 13,000+ technologists. Learn about their "you build, your data" strategy, enterprise data platforms, and best practices for leveraging data at scale.

• YouTube
• 32 minutes
• On-Demand
• Free Video

CNCF [Cloud Native Computing Foundation]

How to Stabilize a GenAI-First Modern Data LakeHouse - Provisioning 20,000 Ephemeral Data Lakes per Year

Explore strategies for stabilizing GenAI-first data lakehouses, including auto-building lightweight data lakes on K8s and scaling failure insights with OpenTelemetry, to enhance platform reliability and innovation.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Databricks

Delivering Portability to Open Data Lakes with Delta Lake UniForm

Explore Delta Lake UniForm's solution for enhancing data lake reliability, performance, and governance across multiple environments. Learn best practices for scaling and optimizing cloud-based data lakes.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Databricks

Fast Copy-On-Write in Apache Parquet for Data Lakehouse Upserts

Efficient partial copy-on-write technique for Apache Parquet, enabling faster ACID upserts in data lakehouses. Speeds up compliance and change data capture processes by up to 20x compared to existing methods.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Confluent

Datalake Rock Paper Scissors: Iceberg with Flink or Spark - Performance Comparison

Comparison of Apache Flink and Apache Spark for ingesting data from Kafka into Iceberg datalake, focusing on performance, fault-tolerance, scaling, and resource utilization.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Confluent

Shift Left: Rethinking Data Management with Streams and Tables

Repensez la circulation des données avec Shift Left : préparation à la source pour des flux opérationnels et des tables analytiques fiables, évitant les défis des architectures multi-étapes.

• YouTube
• 16 minutes
• On-Demand
• Free Video

Confluent

What is a Headless Data Architecture? - Understanding the Modular Approach to Data Management

Explore headless data architecture: a modular ecosystem decoupling computation from storage. Learn about streaming, Iceberg tables, and composing applications with a flexible data layer.

• YouTube
• 11 minutes
• On-Demand
• Free Video

The ASF

Bytedance Deep Learning: Batch Flow Integrated Training Practice

深度学习批流一体化训练实践:介绍字节跳动机器学习训练调度框架架构演进、异构弹性训练等内容,分享多阶段多数据源混合编排、流式样本全局Shuffle等实践经验。

• YouTube
• 27 minutes
• On-Demand
• Free Video

The ASF

Innovative Lakehouse Design Atop Apache Iceberg, Apache Arrow and Apache Parquet

Diseño innovador de Lakehouse basado en Apache Iceberg, Apache Arrow y Apache Parquet para lograr compatibilidad del ecosistema y alto rendimiento en análisis de datos.

• YouTube
• 48 minutes
• On-Demand
• Free Video

The ASF

Challenges and Solutions for Building Real-time Data Warehousing with Apache Flink, Apache Hive and Apache Iceberg

Explora desafíos y soluciones para construir almacenes de datos en tiempo real utilizando Apache Flink, Hive e Iceberg. Aprende sobre migración de ETL por lotes a tiempo real.

• YouTube
• 36 minutes
• On-Demand
• Free Video

The ASF

Integrated Audits: Streamlined Data Observability with Apache Iceberg

Explore integrated audits for data observability at scale using Apache Iceberg. Learn techniques to ensure data accuracy before downstream consumption in this ApacheCon presentation.

• YouTube
• 39 minutes
• On-Demand
• Free Video

The ASF

Iceberg's Best Secret: Exploring Metadata Tables

Explore Iceberg's metadata tables for insights on partitions, snapshots, and data quality. Learn advanced use cases, performance tips, and community improvements for better Iceberg utilization.

• YouTube
• 38 minutes
• On-Demand
• Free Video