Introduction to Databricks

Course Description:

The Introduction to Databricks course is a comprehensive 16-hour program designed to introduce participants to the Databricks platform and its capabilities for big data analytics and machine learning. This course provides a solid foundation in using Databricks to process, analyze, and visualize data efficiently using Apache Spark.
Through hands-on exercises and real-world use cases, participants will explore topics such as cluster setup, data integration, SQL querying, job scheduling, Delta Lake, and machine learning visualizations. This course is ideal for beginners and professionals looking to get started with Databricks in Azure and AWS environments.
By the end of this course, participants will be able to:
• Understand the basics of Apache Spark and Databricks architecture.
• Create and configure Databricks workspaces and clusters.
• Upload and manage data, perform SQL queries, and analyze results.
• Work with DataFrames, visualizations, and structured streaming data.
• Use Databricks Jobs for workflow automation and parameterized executions.
• Explore Delta Lake for efficient and reliable data processing.
• Understand integrations with Azure and AWS for scalable implementations.

Prerequisites:

This course is beginner-friendly and requires no prior Databricks experience. However, the following knowledge will be helpful:
• Basic understanding of cloud computing platforms like Azure or AWS.
• Familiarity with data concepts such as tables, relationships, and SQL queries.
• Basic programming knowledge (Python, Scala, or SQL preferred).

Audience Profile:

This course is designed for:
1. Data Engineers: Professionals building data pipelines and managing workflows on Databricks.
2. Data Scientists: Individuals using Databricks for analytics and machine learning tasks.
3. Big Data Developers: Developers exploring Apache Spark and Databricks for data processing.
4. IT Professionals: Teams responsible for setting up and managing Databricks environments.
5. Students and Beginners: Learners starting their journey in big data analytics and cloud platforms.

Course Duration: 16 hours