Data Lakehouse Courses and Certifications

MLOps World: Machine Learning in Production

The Rise of Self-Aware Data Lakehouses

Discover how to build AI-powered data lakehouses that automatically analyze schemas, predict model failures, and provide natural language querying for intelligent data infrastructure management.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Confluent

Efficiently Streaming Data into Medallion Architecture with Apache Hudi

Efficiently stream data into medallion architecture using Apache Hudi. Learn about record index, incremental updates, and CDC features to overcome challenges and build low-latency data processing systems.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

The ASF

Efficiently Stream Data into Your Medallion Architecture with Apache Hudi

Explore efficient data streaming into medallion architecture using Apache Hudi. Learn about record-level indexing, fast upserts, and database-style change data capture for optimized incremental processing.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Apache Hudi

Change Data Capture in Data Lakehouses with Apache Hudi - Episode 6

Dive into Change Data Capture implementation in data lakehouses, exploring integration methods, tools, and best practices for efficient data management with Apache Hudi.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

GOTO Conferences

Best Big Data Architecture for You - Comparing Modern Approaches

Explore the evolution and future of big data architectures, comparing patterns like Data Mesh and Lakehouse. Learn to choose the best architecture for your organization's needs.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

StreamNative

Fluss - Reinventing Kafka for the Real-Time Lakehouse

Discover how Fluss revolutionizes real-time lakehouses by overcoming Kafka's limitations, enabling seamless streaming analytics and reducing costs by up to 80% for AI applications.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Presto Foundation

No Speed Limit - Using Hudi, DBT and Presto for Blazing Fast Analytics

Discover how to achieve lightning-fast analytics by combining Hudi's record-level indexing, DBT's data transformation capabilities, and Presto's powerful SQL features for optimized data processing.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Presto Foundation

Native Hudi Connector for Presto - March 22, 2023

Dive into the technical intricacies of the Native Hudi connector for Presto, exploring query execution pathways and upcoming features in development.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Presto Foundation

How to Speed Up Your Lakehouse Queries by an Order of Magnitude with Multi-modal Index Subsystem Using Apache Hudi and Presto

Discover how to optimize Lakehouse queries using Apache Hudi and Presto's multi-modal index subsystem, enabling faster data processing and improved query performance through advanced data skipping methodologies.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

StreamNative

Unlocking the Power of Lakehouse Architectures with Apache Pulsar and Apache Hudi

Discover how Apache Hudi and Apache Pulsar combine to create powerful lakehouse architectures, exploring data ingestion, transaction management, and streaming capabilities for modern data platforms.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Apache Hudi

Getting Started with Apache Hudi - Understanding the Basics of the Table Format - Episode 1

Dive into Apache Hudi's fundamentals and learn to perform essential operations using Spark SQL, while mastering table formats, timelines, metadata, and data file management.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Apache Hudi

Boosting Presto Query Speeds with Hudi's Metadata Table and Clustering Service

Discover how to optimize Presto query performance using Apache Hudi's clustering service and metadata table features for efficient data lake management and faster analytics processing.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Apache Hudi

Making Your First Pull Request on Apache Hudi - Step-by-Step Guide

Learn step-by-step instructions for contributing to Apache Hudi through pull requests, covering both the main project and website contributions with SSH key setup guidance.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Transform Your Machine Learning Pipelines with Apache Hudi

Optimize ML pipelines on data lakes with Apache Hudi. Learn to tackle challenges, leverage upserts, incremental processing, and near real-time access for efficient, up-to-date machine learning models and analytics.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

The ASF

Building a Unified Lakehouse Solution with Apache Cloudberry

Discover how to build unified lakehouse solutions using Apache Cloudberry Database for seamless data lake and warehouse integration in just 21 minutes.

• YouTube
• 21 minutes
• Self-Paced
• Free Video