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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.
- 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
Our programs are curated by an knowledgeable crew of high universities, corporations, entrepreneurs and lecturers from world wide to make sure you’re studying from one of the best within the subject. Get publicity to the newest analysis, case research, and hands-on initiatives that show you how to develop the abilities you’ll want to succeed.
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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
Who this course is for:
- Newbie college students who need to begin their coaching to cross the Databricks Certified Data Engineer Associate Examination