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PySpark Fundamentals
Course Description
Overview
Objectives
Audience
Prerequisites
- Attendants should have knowledge in:
- Python
- Spark fundamentals
Topics
- Unit 1. Spark Fundamentals
- Unit 2. Major Spark APIs
- Unit 3. Advanced RDDs
- Unit 4. Advanced Spark Concepts
- Unit 5. Introduction to Spark Structured Programming DataFrames in PySpark. Managing columns. DataFrames transformation and filters
- Unit 6. Spark Structured Operations
- Unit 7. Spark Aggregations
- Unit 8. Advanced DataFrames
- Unit 9. Spark Configuration, monitoring and tuning
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