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Spark Training In Pune, Spark Institute Pune Prwatech

Advanced Spark Course Online<br><br>The advanced course on Spark is available online for Data Scientists, Big Data enthusiasts, Software Architects, Developers, Analytics professionals, and Engineers. This is paid training online for Spark. However, the busy people and working professional can get some discounts and clubbed offers on online registration.

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Spark Training In Pune, Spark Institute Pune Prwatech

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  1. Apache Spark Certification Training Prwatech.in

  2. 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. MapReducevs Apache Spark

  3. 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.

  4. Apache Spark Certification Training Prwatech.in • Introductions to Scala • In this module, we will learn about Scalaprograming language. • Topics:1. 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.

  5. 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

  6. 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

  7. 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.

  8. 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

  9. Apache Spark Certification Training Prwatech.in

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