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Spark With Scala Study Material
SPARK WITH SCALA NOTES-Download and Unzip
SPARK with Scala Material
Spark With Scala Videos Sessions
Session 1: Introduction
Session 2: RDD Computations
Session 3: Different persistence options
Session 4: Fault Tolerence model
Session 5: scala 1 Inroduction
Session 6 scala 2 Control Structures
Session 7 scala 3 Collections and Transformations
Session 8 scala 4 Transformations2 reduceByKey
Session 9 scala5 Transformations3 and Filters
Session 10 scala6 Filters2 and Functions1
Session 11 scala7 and spark intoduction wordcount
Session 12 spark processing controlling partitions
Session 13 Grouping and aggregations multi grouping
Session 14 groupings contd and diff bw reducebykey and groupbykey
Session 15 reduce vs reduceByKey vs aggregated fns
Session 16 various actions and Transformations
Session 17 Vertical Merging union
Session 18 Joins and cartesian product
Session 19 cartesian product and cogroup and contolling partitions
Session 20 sparksql intro and case class
Session 21 DataFrames
Session 22 DataFrame APIs
Session 23 DataFrame APIs contd
Session 24 JOINS and working with sql statements
Session 25 Saprk and Hive Integration
Session 26 spark and Mysql
Session 27 spark JSON and CSV data processing
Session 28 sparkstreaming introduction
Session 29 sparkstreaming2
Session 30 sparkstreaming3 windowing sliding
Session 31 sparkstreaming4 practicals
Session 32 SparkMLlib1 introduction
Session 33 SparkMllib2
Session 34 MLlib3
Session 35 Mllib4 practicals1
Session 36 Mllib5 practicals2
Session 37 Mllib6 practicals3
Session 38 Mllib7 clustering Kmeans
Session 39 Mllib8 Pattern Matching FPGrowth
Session 40 Mllib9 KMeans FPGrowth Practicals
Session 42 sparksubmit2 creating jar
Session 43 sparksubmit3 creating jar
Session 44 SBT for creating jar
Session 45 spark stages and Tasks
Session 46 spark and cassandra
Session 47 Intellij IDEA IDE to Launch spark Application