Scala Training In Pune Prwatech

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Apache Spark Certification Training
Prwatech.in
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Apache Spark Certification Training
Prwatech.in

• Introduction to Spark Scala
• In this module, will discuss about Big Data. How
  Big Data impact in our social life its
  important role. How Hadoop is helpful to manage
  process Big Data. What is problem with MapReduce
  and why spark came?
• Topics
• 1.Big Data Problems2. What is Hadoop?3.
  Introduction to HDFS4. Introduction to MapReduce
  with Example.5. What is problem with Map
  reduce?6. Why Apache Spark?7. What is Apache
  Spark?8. MapReduce vs Apache Spark

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Apache Spark Certification Training
Prwatech.in

• Apache Spark Installations Its basics
• In this module, we will learn about RDD creations
  and RDD operations.
• Topics
• Apache Spark installations in local machine.
• Apache Spark Conf and spark context.
• RDD creations
• Operations on RDD
• RDD transformations functions
• Map Flat Map difference
• Actions on RDD
• Persistence.

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Apache Spark Certification Training
Prwatech.in

• Introductions to Scala
• In this module, we will learn about Scala
  programing language.
• Topics1. Why Scala ?2. Values.3.
  Variables.4. Basic oops concepts.5. Scala Flow
  Control.6. Functions.7. Anonymous Functions.8.
  Curried functions.9. Classes.10.
  Constructor.11. Inheritance.12. Abstract
  Classes.13. Traits.14. Collections.

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Apache Spark Certification Training
Prwatech.in

• Spark Advance Operations
• In this module, will learn more operations on
  apache spark transformation and actions.
• Topics
• Working with RDD key-value
• RDD joins
• Shared Variables
• Broadcast variables
• Accumulators

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Apache Spark Certification Training
Prwatech.in

• Apache Spark Architecture
• In this Module we will discuss a Spark Internals
  execution details
• Topics
• 1. Apache Spark Cluster Details.2. Apache Spark
  Standalone Mode cluster.3. Running Spark
  application in Standalone mode cluster.4.
  Summary of RDD sizes and memory usage.5. Spark
  web UI.6. Apache Spark internals.7. Apache
  spark execution flow.6. DAG Logical graph of
  RDD operations7. RDD Physical Plan.8. Tasks.9.
  Stages.10. Scheduler.11. Types of RDD
  transformations

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Apache Spark Certification Training
Prwatech.in

• Spark SQL
• In this module, will learn about SQL operations
  in Spark.
• Topics
• 1. SQL Context.2. Data Frame Creations.3.
  Creating temporary tables4. Parquet tables.5.
  Loading and processing csv file.6. Loading and
  processing json File.7. Writing data to local
  file system.

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Apache Spark Certification Training
Prwatech.in

• Spark Streaming
• Machine learning using Spark
• Topics
• 1. What is machine learning?2. Machine learning
  current use cases.3. Type of machine
  learnings.4. Terminologies.5. Problem with
  traditional analytics tools6. Supervised
  learning using Spark with examples.7.
  Unsupervised learning using Spark with Examples

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Apache Spark Certification Training
Prwatech.in