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Big Data Training Modules Catalog

 

Big Data Basics
Big Data in context
Connecting to the Hadoop cluster
Reading and Writing data in HDFS
Processing Hive data in standard Jobs
Processing Data with MapReduce
Big Data use case: Clickstream

 

Big Data - Spark batch
Spark in context
Introduction to Spark
Sentiment analysis use case
Download analysis use case - Big Data analysis with Spark

 

Big Data - Spark streaming
Reading and writing messages with Kafka
Logs processing use case – monitoring
Logs processing use case – reporting
Logs processing use case – logs analysis

 

Big Data - Machine Learning
Machine learning in context
SMS classification use case
Movie recommendation use case - Big Data Integration with Spark and machine learning
Iris classification use case
Child care deduplication use case