Data Lakes Courses and Certifications

Introduction to Databricks Lakehouse

Explore the Databricks Lakehouse - from medallion architecture and clusters to governance, sharing, and deployment.

• DataCamp
• 3 hours
• Self-Paced
• Free Trial Available

Learn data engineering on Google Cloud. Build data lakes, warehouses, and pipelines with BigQuery, Dataflow, and Cloud Composer.

• DataCamp
• 29 hours
• Self-Paced
• Free Trial Available

Apache Iceberg: From Zero to Production Data Lakehouse

Build production-ready Apache Iceberg lakehouses: model, migrate, and maintain tables at scale.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Data Warehousing Concepts

1 rating

This introductory and conceptual course will help you understand the fundamentals of data warehousing.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Databricks

Protecting PII and PHI Data in Data Lakes with Column-Level Encryption

Explore column-level encryption techniques for protecting sensitive data in data lakes, including design, implementation, and key management, with a focus on securing PII/PHI information.

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

Databricks

Building Data Intensive Analytic Applications on Top of Delta Lakes

Explore Delta Lake's ACID transactions for Apache Spark, enhancing data reliability and query performance. Learn to address challenges in modern data engineering through hands-on examples and practical applications.

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

AWS Events

Simplify Data Lakes at Scale with Amazon S3 Tables

Discover how Amazon S3 Tables simplifies managing structured data at scale, offering streamlined table creation, security, and automated optimization for analytics and machine learning workloads.

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

GOTO Conferences

Apache Kafka and Apache Iceberg: Real-Time Data Streaming into Modern Data Lakes

Explore the integration of Apache Kafka and Iceberg for efficient real-time data streaming into data lakes, covering ACID transactions, schema evolution, and practical implementation using Confluent Tableflow.

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

PASS Data Community Summit

Building Data Lakes in Azure

Learn to build and leverage data lakes in Azure using Databricks and Synapse Analytics. Explore key services, implementation strategies, and querying techniques for modern data environments.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Conference Talk

Altinity

Petabyte-Scale Data Analytics with ClickHouse, S3 Storage, and Data Lakes

Master real-time analytics at petabyte scale using ClickHouse with S3 storage and data lakes. Learn design patterns, storage policies, and best practices for high-performance cloud clusters.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Databricks

Low-Latency & High-Concurrency Analytics Over Data Lakes

Explore advanced techniques for achieving low-latency, high-concurrency analytics on large-scale data lakes. Learn about optimized storage, indexing, and practical approaches to handle massive data volumes efficiently.

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

RSA Conference

Diving into the Tenacious Threats of Cloud Data Lakes

Explore cloud data lake security with industry experts. Learn about collaborative research findings, threat modeling, and practical guidance for safeguarding your organization's data infrastructure.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

Delta Lake - Diving into Data Lakes Without the Downsides

Explore Delta Lake's innovative approach to data management, offering enhanced reliability and performance for large-scale analytics without traditional data lake drawbacks.

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

Presto - Today and Beyond - The Open Source SQL Engine for Querying all Data Lakes

Explore Presto's architecture, use cases, and future developments as an open-source SQL engine for querying data lakes, with insights on performance, scalability, and reliability improvements.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

NDC Conferences

Data Lakes Beyond Clusters

Explore serverless data lakes using Azure Data Lake Analytics. Learn to run on-demand experiments efficiently, leveraging familiar languages and tools for advanced analytics without cluster maintenance.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Conference Talk