Course Topics

Big Data with Hadoop and Spark
Topics
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1. Course Overview
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2. Big Data Introduction
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3. Lab Overview
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4. Linux Basics
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5. Java Essentials
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6. Apache ZooKeeper
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7. HDFS
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8. Yarn
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9. MapReduce Basics
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10. MapReduce Programming
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11. Pig & Pig Latin
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12. Hive
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13. Hive - Project
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14. Sqoop
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15. Flume
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16. Oozie
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17. NoSQL
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18. HBase
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19. Scala
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20. Apache Spark Basics
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21. Apache Spark - Key Value RDD
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22. Loading and Saving Data
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23. Spark Streaming
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24. Spark On Cluster
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25. Adv Spark Programming
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26. Writing Spark Applications
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27. DataFrames, Spark SQL, R
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28. Machine Learning With Spark
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29. Graph Processing With Spark
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30. Spark Project - Log Parsing
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