In this course, we will do followingIntro & SetupCCA175 IntroductionFree Cluster Setup on Google CloudRevise Hadoop CommandsApache Spark RevisionSpark IntroActions & Transformations (Optional)Spark Dataframe (Transform, Stage & Store)Working with various file formats- Json, ORC, XML, CSV, Avro, Parquet etcWorking with various compressions - Gzip, Bzip2, Lz4, Snappy, deflate etcWorking with StringsWorking with datesWorking with columns in dataframeDataframe APISSpark SQL (Data Analysis)Working with Spark SQLWorking with HiveManipulating Strings in SparkSQL/HiveManipulating dates in SparkSQL/HiveMathematical FunctionsAggregating & Analyzing data using SparkSQL/HiveJoining DatasetsRanking & Windowing in SparkSQL/HiveReal Exam Like Questions8-10 Real like Exam solutionsPractice Exams with SolutionsPractice Exam1 (8 questions with a timer)Practice Exam2 (8 questions with a timer)
What you'll learn
understanding Hadoop commands
using Apache Spark for data processing
manipulating data in Spark SQL and Hive
working with various data formats and compression methods
completing practice exams that simulate the real test