Data Lakes Courses and Certifications

The ASF

Git for Data Lakes: How LakeFS Scales Data Versioning to Billions of Objects

Learn how lakeFS enables Git-like versioning for data lakes, solving challenges of object storage and scaling to billions of objects without compromising performance. Explore branching, committing, and merging for petabyte-scale data management.

• YouTube
• 43 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

Databricks

Neuralake - Complex Data, Simple Systems

Explore Neuralake: a multimodal data lake for managing complex neural data. Learn about its Rust-based stack, real-time ingestion, and scalable architecture for efficient data access and retrieval.

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

Secure and Efficient Data Sharing with Federated Cloud Storage

Discover how to build a virtual data lake system using federated cloud storage, focusing on secure data sharing between enterprises through metadata management and integration of open-source tools.

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

SNIAVideo

Open Standards for Open Lakehouses - Understanding Apache Iceberg, Parquet, Arrow, and Nessie

Discover how open-source standards like Apache Iceberg and Nessie power data lakehouses, enabling flexible and cost-effective data platforms while minimizing vendor lock-in and data movement challenges.

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

Unlock Generative AI Excellence with Fivetran's Managed Data Lake Service

Discover how Fivetran's Managed Data Lake Service provides automated data access and governance for Azure platforms, enabling scalable generative AI implementations and optimized data management.

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

Canonical Ubuntu

How to Build a Cloud Native Data Lake with Open Source Technologies

Discover how to deploy a Kubernetes-based data lake using open source tools, from initial setup to running a complete prototype platform on your local machine.

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

Amazon Web Services;  Amazon

Fundamentos de analytics na AWS – Parte 2 (Português) | Fundamentals of Analytics on AWS – Part 2 (Portuguese)

Explore data lakes, warehouses e arquiteturas modernas na AWS. Aprenda serviços, casos de uso e arquiteturas de referência para análise de dados eficiente na nuvem.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Free Certificate

Amazon Web Services;  Amazon

Aspectos básicos del análisis en AWS: parte 2 (Español LATAM) | Fundamentals of Analytics on AWS – Part 2 (LATAM Spanish)

Explora lagos de datos, almacenamiento y arquitecturas modernas en AWS. Aprende servicios clave, casos prácticos y una arquitectura de referencia para implementar soluciones analíticas avanzadas en la nube.

• AWS Skill Builder
• 1 hour 30 minutes
• On-Demand
• Free Certificate

Microcredential

Data Engineering with AWS

7 reviews

Learn to design data models, build warehouses and lakes, automate pipelines, and work with massive datasets using AWS. Gain practical skills in ETL, PostgreSQL, Cassandra, Spark, and Airflow.

• Udacity
• 1 month 3 weeks 6 days 21 hours 12 minutes
• On-Demand
• Paid Course

Data lakes and Lakehouses with Spark and Azure Databricks

Learn about the big data ecosystem and how to use Spark to work with massive datasets. Learners will also store big data in a data lake and develop Lakehouse architecture on the Azure Databricks platform.

• Udacity
• 3 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Spark and Data Lakes

In this course, you will learn about the big data ecosystem and how to use Spark to work with massive datasets. You’ll also learn about how to store big data in a data lake and query it with Spark.

• Udacity
• 2 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Distributed Computing with Spark SQL

687 ratings at Coursera

Learn distributed computing with Apache Spark SQL. Master big data analysis, optimize queries, build reliable data pipelines, and create production-grade lakehouses using Delta Lake. Ideal for SQL-proficient learners.

• Coursera
• 8 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

DP-203: Data Engineering on Microsoft Azure - 2022

7725 ratings at Udemy

Exam DP-203: Data Engineering on Microsoft Azure || 25+ hrs of videos || Practice Tests || 100% Syllabus || Demos

• Udemy
• 1 day 20 minutes
• On-Demand
• Paid Course

Data Warehousing Concepts

24 ratings at DataCamp

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

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available