Databricks Certified Data Engineer Associate for Beginners

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This course is designed to organize starting college students for the Databricks Certified Data Engineer Associate Examination. The course covers the important thing ideas and greatest practices for designing, constructing, and sustaining information pipelines utilizing Databricks. By the top of the course, college students may have the foundations and data wanted to advance in trainning to cross the certification examination and grow to be a Databricks Certified Data Engineer Associate.

Course Outcomes:

• Perceive the important thing ideas and greatest practices for designing, constructing, and sustaining information pipelines utilizing Databricks
• Learn to use Databricks to course of and rework massive datasets
• Learn to use Databricks to construct and deploy machine studying fashions
• Learn to use Databricks to observe and troubleshoot information pipelines
• Acquire hands-on expertise utilizing Databricks by means of a collection of hands-on labs and initiatives

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Don’t miss this chance to remain one step forward and grasp the abilities you want. Enroll within the course at this time and begin your journey to turning into a number one knowledgeable in your subject.

Course Syllabus:

Module 1: Introduction to Databricks

• Overview of Databricks and its options
• Establishing a Databricks account
• Navigating the Databricks interface

Module 2: Data Engineering Fundamentals

• Introduction to information engineering
• Understanding information pipelines
• Data modeling and information warehousing ideas

Module 3: Data Processing and Transformation

• Introduction to Apache Spark
• Utilizing Spark SQL and DataFrames
• Utilizing Spark for information processing and transformation
• Utilizing Databricks for information processing and transformation

Module 4: Constructing and Deploying Machine Studying Fashions

• Introduction to machine studying
• Utilizing Databricks for machine studying
• Constructing and deploying machine studying fashions on Databricks

Module 5: Monitoring and Troubleshooting Data Pipelines

• Introduction to information pipeline monitoring
• Utilizing Databricks for information pipeline monitoring
• Troubleshooting information pipeline points

Module 6: Palms-on Labs and Initiatives

• A collection of hands-on labs and initiatives to offer college students with sensible expertise utilizing Databricks