#### Section 1 : Get Started with Apache Spark

 Lecture 1 INTRODUCTION TO BRAINMEASURES PROCTOR SYSTEM Pdf Lecture 2 About Certification Pdf Lecture 3 Text Lecture How to Take this Course and How to Pdf Lecture 4 Introduction to Spark Pdf Lecture 5 Slides Text Lecture 6 Java 9 Warning Text Lecture 7 Install Java and Git 4:11 Lecture 8 Source Code Text Lecture 9 Set up Spark project with IntelliJ IDEA 7:23 Lecture 10 Set up Spark project with Eclipse 2:4 Lecture 11 Text lecture Set up Spark project with Eclipse Text Lecture 12 Run our first Spark job 2:44 Lecture 13 Trouble shooting running Hadoop on Windows Text

#### Section 2 : RDD

 Lecture 14 RDD Basics 2:40 Lecture 15 Create RDDs 2:26 Lecture 16 Text Lecture Create RDDs Text Lecture 17 Map and Filter Transformation 8:38 Lecture 18 Solution to Airports by Latitude Problem 1:31 Lecture 19 FlatMap Transformation 6:27 Lecture 20 Text Lectures flatMap Transformation Text Lecture 21 Set Operation 7:37 Lecture 22 Sampling With Replacement and Sampling Without Pdf Lecture 23 Solution for the Same Hosts Problem Text Lecture 24 Actions 8:6 Lecture 25 Solution to Sum of Numbers Problem 1:44 Lecture 26 Important Aspects about RDD 1:28 Lecture 27 Summary of RDD Operations 2:24 Lecture 28 Caching and Persistence 5:9

#### Section 3 : Spark Architecture and Components

 Lecture 29 Spark Architecture 2:55 Lecture 30 Spark Components 5:21

#### Section 4 : Pair RDD

 Lecture 31 Introduction to Pair RDD 1:33 Lecture 32 Create Pair RDDs 3:54 Lecture 33 Filter and MapValue Transformations on Pair RD 4:53 Lecture 34 Reduce By Key Aggregation 5:14 Lecture 35 Sample solution for the Average House problem 3:16 Lecture 36 Group By Key Transformation 4:43 Lecture 37 Sort By Key Transformation 2:49 Lecture 38 Sample Solution for the Sorted Word Count 2:1 Lecture 39 Data Partitioning Text Lecture 40 Join Operations 4:56 Lecture 41 Extra Learning Material How are Big Companies Pdf

#### Section 5 : Advanced Spark Topic

 Lecture 42 Accumulators 5:30 Lecture 43 Text Lecture Accumulators Text Lecture 44 Solution to StackOverflow Survey Follow-up Pro 1:21 Lecture 45 Broadcast Variables 6:48

#### Section 6 : Spark SQL

 Lecture 46 Introduction to Spark SQL 3:48 Lecture 47 Spark SQL in Action Text Lecture 48 Spark SQL practice House Price Problem 1:52 Lecture 49 Spark SQL Joins 6:21 Lecture 50 Strongly Typed Dataset 8:31 Lecture 51 Use Dataset or RDD 2:56 Lecture 52 Dataset and RDD Conversion Text Lecture 53 Performance Tuning of Spark SQL 2:44 Lecture 54 Extra Learning Material Avoid These Mistakes W Pdf

#### Section 7 : Running Spark in a Cluster

 Lecture 55 Introduction to Running Spark in a Cluster Pdf Lecture 56 Package Spark Application and Use spark-submit 8:8 Lecture 57 Run Spark Application on Amazon EMR (Elastic M 13:32

#### Section 8 : Additional Learning Materials

 Lecture 58 About Proctor Testing Pdf Lecture 59 Text Lecture Future Learning Pdf Lecture 60 Coupons to Our Other Courses Pdf