Databricks Courses

Perform data science with Azure Databricks

In this course, you will learn how to harness the power of Apache Spark and powerful clusters running on the Azure Databricks platform to run data science workloads in the cloud. This is the fourth course in a five-course program that prepares you to ta…

• Coursera
• 26 hours worth of material, 6 weeks long
• 1 week from now (4th Jul)
• Free Online Course (Audit)

Build and operate machine learning solutions with Azure Databricks

Build and operate machine learning solutions with Azure Databricks

• Microsoft Learn
• 4-5 hours worth of material
• Self paced
• Free Online Course

Perform data science with Azure Databricks

Perform data science with Azure Databricks

• Microsoft Learn
• 8-9 hours worth of material
• Self paced
• Free Online Course

Data engineering with Azure Databricks

Data engineering with Azure Databricks

• Microsoft Learn
• 10-11 hours worth of material
• Self paced
• Free Online Course

Databricks Microcredential

Data Science with Databricks for Data Analysts

This specialization is intended for data analysts looking to expand their toolbox for working with data. Traditionally, data analysts have used tools like relational databases, CSV files, and SQL programming, among others, to perform their daily workflow…

• Coursera
• 2 hours a week, 22 weeks long
• Paid Course

Handling Streaming Data with Azure Databricks Using Spark Structured Streaming

In this course, you will deep-dive into Spark Structured Streaming, see its features in action, and use it to build end-to-end, complex & reliable streaming pipelines using PySpark. And you will be using Azure Databricks platform to build & run them.

• Pluralsight
• 2-3 hours worth of material
• Self paced
• Free Trial Available

Getting Started with Apache Spark on Databricks

This course will introduce you to analytical queries and big data processing using Apache Spark on Azure Databricks. You will learn how to work with Spark transformations, actions, visualizations, and functions using the Databricks Runtime.

• Pluralsight
• 1-2 hours worth of material
• Self paced
• Free Trial Available

Handling Batch Data with Apache Spark on Databricks

This course will teach you how to transform and aggregate batch data using Apache Spark on the Azure Databricks platform using selection, filter, and aggregation queries, built-in and user-defined functions, and perform windowing and join operations on b…

• Pluralsight
• 2-3 hours worth of material
• Self paced
• Free Trial Available

Processing Streaming Data with Apache Spark on Databricks

This course will teach you how to use Spark abstractions for streaming data and perform transformations on streaming data using the Spark structured streaming APIs on Azure Databricks.

• Pluralsight
• 2-3 hours worth of material
• Self paced
• Free Trial Available

Predictive Analytics Using Apache Spark MLlib on Databricks

This course will teach you to understand and implement important techniques for predictive analytics such as regression and classification using Apache Spark MLlib APIs on Databricks.

• Pluralsight
• 1-2 hours worth of material
• Self paced
• Free Trial Available

Executing Graph Algorithms with GraphFrames on Databricks

This course will teach you how to create and represent graph data using GraphFrames in Apache Spark and implement graph algorithms such as Shortest Path and PageRank on Azure Databricks.

• Pluralsight
• 1-2 hours worth of material
• Self paced
• Free Trial Available

Optimizing Apache Spark on Databricks

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
• 2-3 hours worth of material
• Self paced
• Free Trial Available

Handling Batch Data with Apache Spark on Databricks

This course will teach you how to transform and aggregate batch data using Apache Spark on the Azure Databricks platform using selection, filter, and aggregation queries, built-in and user-defined functions, and perform windowing and join operations on b…

• Pluralsight
• 2-3 hours worth of material
• Self paced
• Free Trial Available

Administering Clusters and Configuring Policies with Databricks Service

Clusters are at the heart of most tasks in Databricks, and configuring them precisely is crucial to ensuring optimum performance while also managing costs. This course covers how cluster policies can be used to help meet these goals.

• Pluralsight
• 1-2 hours worth of material
• Self paced
• Free Trial Available

Working with Azure Databricks Programmatically

To carry out large-scale operations on Databricks, you'll need to develop apps or scripts which can interact with this big data service. This course looks into the Databricks CLI, its REST API, and the dbutils library to automate such interactions.

• Pluralsight
• 1-2 hours worth of material
• Self paced
• Free Trial Available