Introduction for “Big Data”
Volume, Velocity, Variety
Scaling horizontally
Batch vs Streaming
NoSQL landscape
Lambda architecture
Hadoop Ecosystem
Architecture overview
HDFS
The MapReduce pattern
Spark
Architecture overview
Resilient Distributed Datasets (RDDs)
Transformation, Actions, and DAG
RDD programming API
Using Amazon EMR and Spark
Tuning
RDD caching
Broadcast variables
Accumulators
Pipeline tuning
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