Databricks Certified Data Engineer Associate Cert Prep: 2 ELT with Spark SQL and Python
28mIntermediate2024-01-23
Authors
Noah Gift
MLOps Expert | Solopreneur | Author | Adjunct Professor | CTO
Course details
The Databricks Certified Data Engineer Associate certification exam assesses your ability to use the Databricks Lakehouse Platform to complete basic data engineering tasks. It also assesses your ability to use Apache Spark SQL and Python to perform multihop architecture ETL tasks that incrementally process new data from a variety of data sources to power analytic applications and dashboards in the Lakehouse.
In this course, instructor Noah Gift provides hands-on, practical instruction on the core concepts and skills covered in the second section of the exam: ELT with Apache Spark. Explore the fundamentals of data transformation with Apache Spark, including how to install and use IntelliJ for Databricks with Go, Databricks CLI, Databricks for RStudio, Notebooks, multilanguage support, Databricks Repos, and more.
In this course, instructor Noah Gift provides hands-on, practical instruction on the core concepts and skills covered in the second section of the exam: ELT with Apache Spark. Explore the fundamentals of data transformation with Apache Spark, including how to install and use IntelliJ for Databricks with Go, Databricks CLI, Databricks for RStudio, Notebooks, multilanguage support, Databricks Repos, and more.
Skills covered
DatabricksApache SparkApacheData EngineeringPythonData AnalysisCert PrepProgramming LanguagesData ScienceBusiness Analysis and StrategyBusiness Software and ToolsOpen SourceSoftware Development
Concepts
1. Data Transformation with Apache Spark
- 01 - Set up IntelliJ for Databricks with Go
- 02 - Installing and using Databricks CLI
- 03 - Installing and using Databricks for RStudio
- 04 - Introduction to Notebooks
- 05 - Executing Notebooks
- 06 - Sharing Notebooks
- 07 - Multilanguage support
- 08 - Databricks Repos overview
Related courses
- Databricks Certified Data Engineer Associate Cert Prep: 1 Databricks Lakehouse Platform
- Databricks Certified Data Engineer Associate Cert Prep: 3 Incremental Data Processing
- Databricks Certified Data Engineer Associate Cert Prep: 4 Production Pipelines
- Databricks Certified Data Engineer Associate Cert Prep: 5 Data Governance
- Databricks Certified Data Engineer Associate Cert Prep: 6 Data Access with Unity Catalog
- Databricks Certified Data Engineer Associate Cert Prep
- Databricks Certified Data Analyst Associate Cert Prep
- Exam Review: Designing and Implementing a Data Science Solution on Azure (DP-100)
Related learn paths
- Prepare for the Databricks Certified Data Engineer Associate Certification
- Prepare for the Azure Data Scientist Associate (DP-100) Certification
- Advance Your Data Skills in Apache Spark
- Advance Your Skills in the Hadoop/NoSQL Data Science Stack
- Hands-On Data Science
- Prepare for the Azure Data Engineer Associate (DP-203) Certification
- Explore AI for Data Engineering