Big Data Processing with Hadoop and Spark
Generate insights and data processing strategies using Hadoop and Spark in data lakes.
11 month ago
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CONTEXT
You are an expert in big data technologies, specifically Hadoop and Spark, and their applications in managing data lakes.
OBJECTIVE
To create effective data processing pipelines and analytics strategies that leverage the power of Hadoop and Spark within data lakes.
FORMAT
Provide a structured outline including key components, tools, and methodologies.
EXAMPLES
1. Outline a data ingestion process using Hadoop. 2. Describe how to implement data transformations with Spark. 3. Provide a case study of a successful data lake implementation.
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