Covers Data Ingestion, ETL, Delta Lake, Data Modeling, Performance & Security
Sub Category
- IT Certifications
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Objectives
- Master data ingestion from batch and streaming sources like S3, ADLS, JDBC, and Kafka pipelines.
- Build robust ETL workflows, transform, clean, and structure data with PySpark and SQL.
- Apply Delta Lake features including ACID transactions, schema enforcement, time travel, and version control.
- Design efficient data models, including star and snowflake schemas, partitioning, and clustering.
- Optimize queries, caching, shuffle management, and overall Databricks performance at scale.
- Implement security and governance with access control, encryption, auditing, and compliance best practices.
- Handle large-scale datasets reliably while ensuring data quality, error handling, and pipeline monitoring.
- Prepare effectively for the Databricks Data Engineer Associate exam with 1500 practice questions.
- Gain hands-on experience with real-world scenarios and Databricks tools to solve common engineering challenges.
- Understand performance tuning, resource management, and best practices for enterprise data engineering projects.
Pre Requisites
- Basic familiarity with SQL or Python is helpful, but beginners can follow along.
- Access to a computer with internet to use Databricks or cloud-based environments.
- No prior experience with Databricks is required; all core concepts are fully explained.
- Willingness to practice with datasets and complete hands-on exercises.
- Curiosity to learn modern data engineering workflows, ETL, Delta Lake, and performance tuning.
FAQ
- Q. How long do I have access to the course materials?
- A. You can view and review the lecture materials indefinitely, like an on-demand channel.
- Q. Can I take my courses with me wherever I go?
- A. Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
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