Databricks Courses

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

Presto on Apache Spark: A Tale of Two Computation Engines

Explore the integration of Presto's low-latency evaluation with Spark's robust execution engine in this short program by Databricks. Delve into their architectures, key differentiators, and the Presto-on-Spark project.

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

From Python to PySpark and Back Again- Unifying Single-host and Distributed Deep Learning with Maggy

Learn to unify single-host and distributed deep learning using Maggy with Databricks. Master the transition from Python to PySpark in under an hour.

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

Encryption and Masking for Sensitive Apache Spark Analytics Addressing CCPA and Governance

Learn practical methods for data encryption and analytics balance with Databricks in under an hour. Ideal for addressing HIPAA, CCPA, and PCI requirements.

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

Redash: Open Source SQL Analytics on Data Lakes

Learn SQL analytics on data lakes using Redash with Databricks. Develop powerful workflows, create dashboards, and leverage data for BI and ML in under an hour.

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

Wizard Driven AI Anomaly Detection with Databricks in Azure

Learn to create AI anomaly detection models with Databricks in Azure, focusing on fraud detection across industries. This less than 1-hour program by Databricks covers unsupervised and supervised methods, and includes real-world case studies.

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

Low-Latency & High-Concurrency Analytics Over Data Lakes

Learn how to deliver low-latency and high-concurrency analytics over data lakes with Databricks. This under 1-hour session includes practical examples and a live demo.

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

Efficient Distributed Hyperparameter Tuning with Apache Spark

Learn to optimize machine learning models using Apache Spark and Hyperopt in this short, practical guide by Databricks. Ideal for those looking to scale up their training with Spark.

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

3D: DBT using Databricks and Delta

Learn to set up a data lake using DBT, leverage Databricks for heavy lifting, and integrate DBT+Databricks into Azure cloud in less than an hour with Databricks.

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

Building Data Intensive Analytic Application 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

Performance Analysis of Apache Spark and Presto in Cloud Environments Victor Cuevas Vicenttin Barcel

Dive into big data analytics with Databricks, analyzing the performance and cost of Apache Spark and Presto in cloud environments in under an hour.

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

PySpark in Apache Spark 3.3 and Beyond

Explore the latest updates in PySpark with Apache Spark 3.3 and beyond in this less than 1-hour material from Databricks. Learn about new functionalities, performance, and future roadmap.

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

Presto 101: An Introduction to Open Source Presto

Learn to use Presto, a popular distributed SQL engine for data lake analytics, in under an hour with Databricks. Ideal for ad hoc queries and data analysis.

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

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

Large Language Models: Foundation Models from the Ground Up

Explore the intricacies of Large Language Models with Databricks' 4-week course. Learn about transformer-based architectures, recent breakthroughs, and multi-modal developments in NLP.

• edX
• 4 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)