Course Topics

Big Data Engineering 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. [Optional] 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. [Optional] MapReduce Programming
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11. [Optional] Pig & Pig Latin
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12. Hive
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13. Hive - Project
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14. Hive Project - Visualisation
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15. Hive Project - NYSE
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16. Sqoop
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17. Flume
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18. Oozie
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19. NoSQL
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20. HBase
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21. Scala
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22. Apache Spark Basics
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23. Apache Spark - Key Value RDD
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24. Loading and Saving Data
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25. Spark Streaming
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26. Spark On Cluster
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27. Adv Spark Programming
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28. Writing Spark Applications
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29. DataFrames, Spark SQL, R
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30. Machine Learning With Spark
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31. Graph Processing With Spark
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32. Spark Project - Log Parsing
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