Data Lakehouse Courses and Certifications

Building Data Lakes and Lakehouses with Microsoft Fabric

Build an enterprise Lakehouse in Microsoft Fabric: create Delta tables, apply ACID and medallion layers, ingest with Dataflows Gen2, Pipelines and EventStreams, and secure SQL endpoints.

• Coursera
• 5 weeks, 5 hours a week
• Self-Paced
• Paid Course

An introduction to IBM watsonx.data’s open data lakehouse architecture, components, interface capabilities, and integration with existing data ecosystems.

• IBM Training
• 3 hours
• Self-Paced
• Free Online Course

Snowflake

Apache Iceberg: From Zero to Production Data Lakehouse

Build an Apache Iceberg lakehouse with catalogs, Spark and Trino: design hidden partitioning, migrate Hive and Parquet data, and run compaction, branching and snapshot expiration.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Coursera Career Certificate

Modern Data Architecture & Lakehouse Engineering

Design cloud lakehouse platforms: provision infrastructure as code, build Spark, dbt, and Airflow pipelines, and tune storage, queries, security, and data reconciliation.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 13 courses

Coursera Career Certificate

Pipeline Architects: Data Engineering to Lakehouse

Build production data pipelines from ingestion to lakehouse: pull from Kafka and REST APIs, transform with dbt, load warehouses incrementally with SCD2, and orchestrate via Airflow.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 10 courses

Coursera

Data Modeling and Lakehouse Architecture with SQL

Design star-schema dimensional models, semantic metrics layers, SCD Type 2 MERGE pipelines, partitioning strategies, and lakehouse ingestion across medallion zones with Delta Lake, Iceberg, and Hudi.

• Coursera
• 13 weeks, 1 hour a week
• Self-Paced
• Paid Course

Packt

Transforming & Analyzing Data: Lakehouse to Insights

Work end to end in Microsoft Fabric: transform data with T-SQL and dataflows, compare warehouse and lakehouse storage, process eventstreams, and design Power BI semantic models and reports.

• Coursera
• 5 weeks, 1 hour a week
• Self-Paced
• Paid Course

Edureka

Lakehouse Data Pipelines with Spark and dbt

Build an end-to-end batch lakehouse pipeline by integrating PySpark processing, dbt transformations, Airflow orchestration, and Iceberg tables on MinIO.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Modernizing Data Lakes and Data Warehouses with Google Cloud

Build a data lakehouse on Google Cloud: combine Cloud Storage and Apache Iceberg tables with BigQuery partitioning, federated queries to AlloyDB, and lakehouse governance.

• Google Skills
• 5 hours
• Self-Paced
• Paid Course

The ASF

Building a Lakehouse with Apache Hudi - Data Architecture at Kuaishou

Discover how Kuaishou Inc implements Apache Hudi to build a robust lakehouse architecture, exploring real-world applications and technical insights for large-scale data management.

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

Introduction to Databricks

3750 ratings at DataCamp

Welcome to Databricks In this course, you will be introduced to the Databricks Lakehouse Platform and be shown how it modernizes data architecture using the new Lakehouse paradigm.

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

Career Certificate

Data Engineering with AWS

1294 ratings at Udacity

Build scalable AWS data platforms across multi-database modeling, warehouses, lakehouses, and Airflow-orchestrated pipelines.

• Udacity
• 66 hours
• Self-Paced
• Paid Course

Databricks Concepts

935 ratings at DataCamp

Learn the power of the Lakehouse In today's data-filled world, we need tools that allow us to be as data-driven as possible.

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

Apache Hudi

Data Lake Analytics with Apache Hudi and Apache Doris

Dive into the powerful integration of Apache Hudi and Doris for optimized data lake analytics, exploring Multi-Catalog capabilities and fast federated queries for enhanced performance.

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

Oracle

The Future of Data Lakehouses - Building Efficient Analytics Platforms on Oracle Cloud Infrastructure

See how Oracle Cloud Infrastructure unifies warehouse, lake, and application data in a lakehouse for scalable analytics and machine learning.

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