Course Topics

Big Data with 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. Scala
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10. Apache Spark Basics
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11. Apache Spark - Key Value RDD
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12. Loading and Saving Data
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13. Spark On Cluster
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14. Adv Spark Programming
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15. Spark Streaming
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16. Writing Spark Applications
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17. DataFrames, Spark SQL, R
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18. Machine Learning With Spark
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19. Graph Processing With Spark
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20. Spark Project - Log Parsing
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