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Introduction to PySpark

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Awantik Das edited this page Oct 26, 2017 · 2 revisions

Demo Demo

Toggle table of contents Pages 30

Home
Architecture
Assignments
Bringing Up Hadoop
Cassandra commands
Comparision UDF Scala vs Python
Connecting Spark with hadoop
Data Processing Architecture using Spark
Eclipse Scala IDE with Spark
Estimators for Machine Learning
Feature Transformers for Machine Learning
History Server
Hive Installation using Spark Engine
How Spark runs in a cluster
Important Links
Install Spark
Installation on EC2 or linux machine
Introduction to PySpark
Kafka on windows
Machine Learning using PySpark
Machine Learning with PySpark
PySpark Project Creation
RDD Transformations & Actions
SBT & SBT with eclipse
Spark Jobs and APIs
Spark Submit Configuration
Structured Streaming
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Tensorframes
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