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Coaching Course: 0 to 1: Spark for Data Science with Python, A Blended Learning Course
Created by DioPACT Learning, Dioworking Now, Gen Infiniti
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What Will I Learn?
- Effectively check and installing of Spark dependencies.
- Define PySpark and check the PySpark Package by running a program.
- Define transformations and actions to effectively extract information and retrieve results.
- Create a base RDD and perform a count() action to view counts of Dataset independently.
- Introduce RDD partitions and define the functions and customization features of RDD partitions.
- Check and apply partitions within RDD independently.
- Explore the parallel application of map() and reduce() operations.
Requirements
- Assumed knowledge of Python.
- Knowledge of writing Python code directly in PySpark shell.
- Knowledge of Java and IDE which supports Maven, like IntelliJ IDEA/ Eclipse would be helpful.
- Optional knowledge of Hadoop.
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