Data Lakehouse Courses and Certifications

Pragmatic AI Labs

Data Engineering with Delta Lake on Databricks

Master production-ready data pipelines using Delta Live Tables and Medallion Architecture on Databricks through hands-on labs and a complete inventory management capstone project.

• Coursera
• 5 hours 9 minutes
• Self-Paced
• Paid Course

Building Data Lakes and Lakehouses with Microsoft Fabric

Discover how to build enterprise-grade data lakes and lakehouses using Microsoft Fabric, implementing medallion architecture, Delta tables, and comprehensive security controls.

• Coursera
• 23 hours 44 minutes
• Self-Paced
• Paid Course

Career Certificate

Microsoft Fabric Analytics Engineer

Master enterprise analytics with Microsoft Fabric—design lakehouse solutions, automate pipelines, implement real-time dashboards, and deploy governed CI/CD workflows to become a production-ready Analytics Engineer.

• Coursera
• Self-Paced
• Paid Course
• 6 courses

Packt

Microsoft Fabric: Architecture, Data Lakes and Ingestion

Explore Microsoft Fabric's architecture, OneLake, and data ingestion techniques. Gain hands-on skills in managing Lakehouses, ETL/ELT processes, and building scalable data workflows for analytics and business intelligence.

• Coursera
• 5 hours
• Self-Paced
• Paid Course

Edureka Career Certificate

Data Engineering for AI and ML Pipelines

Master building end-to-end ML data pipelines on Databricks using Apache Spark, Delta Lake, Medallion Architecture, and feature stores to deliver AI-ready data at scale.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

Packt Career Certificate

The Definitive Guide to Microsoft Fabric

Master Microsoft Fabric from architecture and data ingestion to AI integration, enabling smarter decisions, platform optimization, and secure, cost-effective data management for your organization.

• Coursera
• Self-Paced
• Paid Course
• 3 courses

Edureka

Lakehouse Architecture and Delta Lake with Databricks

Master production-ready Lakehouse architectures with Delta Lake and Databricks, building Medallion pipelines, managing ACID transactions, and optimizing performance for enterprise data platforms.

• Coursera
• 12 hours 9 minutes
• Self-Paced
• Paid Course

Packt

Learn Microsoft Fabric

Master Microsoft Fabric by building scalable, AI-driven data solutions—covering lakehouses, data warehouses, real-time analytics, and Copilot integration for end-to-end analytics systems.

• Coursera
• 9 hours
• Self-Paced
• Paid Course

Data Storage & Processing

Master data storage patterns in Microsoft Fabric by implementing Medallion architecture, Delta Lake transactions, ACID operations, and star-schema Warehouse designs for enterprise analytics.

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

Pragmatic AI Labs

Polars from Zero

Master Polars in Rust by building a full medallion pipeline—load, clean, and aggregate wine data using DataFrames, LazyFrames, and SQLite across bronze, silver, and gold layers.

• Coursera
• 5 hours
• Self-Paced
• Paid Course

Coursera

Apply Data Lake Transactions & Versioning

Master transactional data lake management with ACID guarantees, versioning, and schema evolution using open-source tools for reliable enterprise-grade data pipelines.

• Coursera
• 1 hour 42 minutes
• Self-Paced
• Paid Course

Edureka

Delta Lake and Medallion Architecture for AI and ML

Master Delta Lake and Medallion Architecture to build scalable AI/ML pipelines, covering ACID transactions, PySpark transformations, Bronze/Silver/Gold layers, and structured streaming.

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

Packt

Databricks Certified Data Analyst Associate Exam Prep

Master Databricks SQL, Delta Lake, and Unity Catalog to build dynamic dashboards and optimize queries. Prepare for the Databricks Data Analyst Associate exam using AI-enhanced modeling techniques.

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

Packt

AI-Driven Data Modeling Using ChatGPT and Copilot

Master AI-driven data modeling with ChatGPT and Copilot to design and optimize databases. Create conceptual, logical, and dimensional models, implement ETL pipelines, and automate workflows.

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

Databricks Certified Data Engineer Associate Exam Guide

998 ratings at Udemy

Databricks Data Engineer Associate Course with Practical Examples & Hands-On Training, Master Databricks Skills

• Udemy
• 10 hours 52 minutes
• Self-Paced
• Paid Course