1.1 Understanding Big Data.mp4+ 1.2 Getting to Know Spark.mp4+ 1.3 Setting Up the Spark Development Environment.mp4+ 1.4 Installation and Configuration of Scala.mp4+ 2.1 Introduction to Scala.mp4+ 2.2 Basic Syntax of Scala.mp4+ 2.3 Scala Data Type.mp4+ 2.4 Scala Branch Control.mp4+ 2.5 Scala Loop Control.mp4+ 2.6 Scala Array.mp4+ 2.7 Scala Tuple.mp4+ 2.8 Scala Object-oriented.mp4+ 3.1 Spark Runtime Architecture, Executor, and Core.mp4+ 3.2 Spark Directed Acyclic Graph DAG.mp4+ 3.3 Introduction to RDD and Processing of RDD.mp4+ 3.4 RDD Conversion Operator (1).mp4+ 3.5 RDD Conversion Operator (2).mp4+ 3.6 RDD File Reading and Saving.mp4+ 3.7 RDD Comprehensive Case Study.mp4+ 4.1 Introduction to Spark SQL.mp4+ 4.2 DataFrame and DataSet.mp4+ 4.3 RDD DataFrame DataSet.mp4+ 4.4 User-Defined Functions.mp4+ 4.5 Connecting Spark to MySQL and Hive.mp4+ 4.6 SparkSQL Comprehensive Application.mp4+ 5.1 Introduction to Spark Streaming.mp4+ 5.2 DStream and Custom Data Sources.mp4+ 5.3 Kafka Data Source.mp4+ 5.4 Dstream Transformation.mp4+ 5.5 Window Operations and Output Operations of DStream.mp4+ 5.6 DStream Output.mp4+ 6.1 Introduction to System Background.mp4+ 6.2 System Architecture Design.mp4+ 6.3 System Implementation.mp4+ 6.4 Data Visualization and Result Analysis.mp4+ Promotional Video of Applications of Big Data Analytics.mp4+