Delta Lake Courses and Certifications

Databricks to Local LLMs

By the end of this course, a learner will master Databricks to perform data engineering and data analytics tasks for data science workflows. Additionally, a student will learn to master running local large language models like Mixtral via Hugging Face C…

• Coursera
• 1 day 3 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Distributed Computing with Spark SQL

662 ratings at Coursera

Learn distributed computing with Apache Spark and enhance your SQL skills with this 4-week course from the University of California, Davis. Gain insights into Spark architecture, data pipelines, and optimization.

• Coursera
• 13 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Databricks

Apache Spark (TM) SQL for Data Analysts

494 ratings at Coursera

Learn to use Apache Spark and Delta Lake for big data analytics with Databricks' 9-week course. Leverage SQL skills to extract valuable insights.

• Coursera
• 13 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Data Engineering using Databricks on AWS and Azure

1247 ratings at Udemy

Build Data Engineering Pipelines using Databricks core features such as Spark, Delta Lake, cloudFiles, etc.

• Udemy
• 18 hours 58 minutes
• On-Demand
• Paid Course

Building Your First ETL Pipeline Using Azure Databricks

189 ratings at Pluralsight

In this course, you will learn about the Spark based Azure Databricks platform.

• Pluralsight
• 2-3 hours
• On-Demand
• Free Trial Available

Delta Lake with Azure Databricks: Deep Dive

50 ratings at Pluralsight

In this course, you'll learn about Delta Lake using Azure Databricks and its ecosystem – Delta Lake Storage, Delta Engine, Delta Architecture, Delta Live Tables, etc. – and how it provides warehouse-like features that you can use to build a Lakehouse.

• Pluralsight
• 3 hours 36 minutes
• On-Demand
• Free Trial Available

Optimizing Apache Spark on Databricks

25 ratings at Pluralsight

This course will teach you how to optimize the performance of Spark clusters on Azure Databricks by identifying and mitigating various issues such as data ingestion problems and performance bottlenecks

• Pluralsight
• 2 hours 1 minute
• On-Demand
• Free Trial Available

Introduction to Data Engineering with Microsoft Azure 2

Further your knowledge of Microsoft Azure services and improve your data engineering skills.

• FutureLearn
• 6 weeks, 4 hours a week
• On-Demand
• Free Online Course (Audit)

Getting Started with the Databricks Lakehouse Platform

25 ratings at Pluralsight

This course will teach you how the Data Lakehouse architecture brings you the best of both Data Lakes and Data Warehouses allowing you to meet your data needs for big data processing, SQL analytics, and machine learning in a single platform.

• Pluralsight
• 1 hour 39 minutes
• On-Demand
• Free Trial Available

Getting Started with Delta Lake on Databricks

23 ratings at Pluralsight

This course will teach you how you can create, ingest data into, and work with Delta Lakes, an open-source storage layer that brings reliability to data stored in data lakes. Delta Lakes offer ACID transactions, unified batch and stream processing.

• Pluralsight
• 2 hours 29 minutes
• On-Demand
• Free Trial Available

Databricks

Tech Talk - Top Tuning Tips for Spark 3.0 and Delta Lake on Databricks

Dive into big data processing with Apache Spark 3.0 and Delta Lake on Databricks. Learn top tuning tips, join operations, machine size selection, and job simplification in under an hour.

• YouTube
• 52 minutes
• On-Demand
• Free Online Course

Databricks

Building Data Intensive Analytic Applications on Top of Delta Lakes

Learn to build data-intensive analytic applications using Delta Lake with Databricks. Understand data reliability challenges and how to overcome them in less than an hour.

• YouTube
• 43 minutes
• On-Demand
• Free Online Course

Databricks

Architecting for Data Quality in the Lakehouse with Delta Lake and PySpark

Learn to architect for data quality in the lakehouse using Delta Lake and PySpark with Databricks. Understand data observability techniques and reliability across metadata, storage, and query engine tiers.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Online Course

How Delta Lake with Azure Databricks Can Accelerate Your Big Data Workloads by 100x

Learn to build reliable Data Lakes at scale with Delta Lake on Azure Databricks in less than an hour with Microsoft. Explore Apache Spark optimizations and improve big data analytics.

• YouTube
• 26 minutes
• On-Demand
• Conference Talk

Devoxx

The Data Lakehouse for Streaming Data - A Talk for Everyone Who Loves Data

Explore the technical aspects of Data Lakehouse with a focus on streaming data in this less than 1-hour talk by Devoxx. Ideal for data architects and engineers who love open source and cloud services.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk