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Apache Spark Full Course - Learn Apache Spark in 8 Hours | Apache Spark Tutorial | Edureka

** Edureka Apache Spark Training (Use Code: YOUTUBE20) - https://www.edureka.co/apache-spark-scala-certification-training )This Edureka Spark Full Course video will help you understand and learn Apache Spark in detail. This Spark tutorial is ideal for both beginners as well as professionals who want to master Apache Spark concepts. Below are the topics covered in this Spark tutorial for beginners:00:00 Agenda2:44 Introduction to Apache Spark3:49 What is Spark?5:34 Spark Eco-System7:44 Why RDD?16:44 RDD Operations18:59 Yahoo Use-Case21:09 Apache Spark Architecture24:24 RDD26:59 Spark Architecture31:09 Demo39:54 Spark RDD41:09 Spark Applications41:59 Need For RDDs43:34 What are RDDs?44:24 Sources of RDDs45:04 Features of RDDs46:39 Creation of RDDs50:19 Operations Performed On RDDs50:49 Narrow Transformations51:04 Wide Transformations51:29 Actions51:44 RDDs Using Spark Pokemon Use-Case1:05:19 Spark DataFrame1:06:54 What is a DataFrame?1:08:24 Why Do We Need Dataframes?1:09:54 Features of DataFrames1:11:09 Sources Of DataFrames1:11:34 Creation Of DataFrame1:24:44 Spark SQL1:25:14 Why Spark SQL?1:27:09 Spark SQL Advantages Over Hive 1:31:54 Spark SQL Success Story 1:33:24 Spark SQL Features 1:37:15 Spark SQL Architecture1:39:40 Spark SQL Libraries1:42:15 Querying Using Spark SQL1:45:50 Adding Schema To RDDs1:55:05 Hive Tables1:57:50 Use Case: Stock Market Analysis with Spark SQL2:16:50 Spark Streaming 2:18:10 What is Streaming?2:25:46 Spark Streaming Overview2:27:56 Spark Streaming workflow2:31:21 Streaming Fundamentals2:33:36 DStream2:38:56 Input DStreams2:40:11 Transformations on DStreams2:43:06 DStreams Window2:47:11 Caching/Persistence2:48:11 Accumulators2:49:06 Broadcast Variables2:49:56 Checkpoints2:51:11 Use-Case Twitter Sentiment Analysis3:00:26 Spark MLlib3:00:31 MLlib Techniques3:01:46 Demo3:11:51 Use Case: Earthquake Detection Using Spark 3:24:01 Visualizing Result3:25:11 Spark GraphX3:26:01 Basics of Graph3:27:56 Types of Graph3:38:56 GraphX3:40:42 Property Graph3:48:37 Creating & Transforming Property Graph3:56:17 Graph Builder4:02:22 Vertex RDD4:07:07 Edge RDD4:11:37 Graph Operators4:24:37 GraphX Demo4:34:24 Graph Algorithms4:34:40 PageRank4:38:29 Connected Components4:40:39 Triangle Counting 4:44:09 Spark GraphX Demo4;57:54 MapReduce vs Spark5:13:03 Kafka with Spark Streaming5:23:38 Messaging System5:21:15 Kafka Components2:23:45 Kafka Cluster5:24:15 Demo5:48:56 Kafka Spark Streaming Demo6:17:16 PySpark Tutorial6:21:26 PySpark Installation6:47:06 Spark Interview Questions--------------------------------------------------------------------------------------------------------PG in Big Data Engineering with NIT Rourkela : https://www.edureka.co/post-graduate/big-data-engineering (450+ Hrs || 9 Months || 20+ Projects & 100+ Case studies)Instagram: https://www.instagram.com/edureka_learningFacebook: https://www.facebook.com/edurekaIN/Twitter: https://twitter.com/edurekainLinkedIn: https://www.linkedin.com/company/edureka----------------------------------------------------------------------------------------------------------Got a question on the topic? Please share it in the comment section below and our experts will answer it for you. For more information, please write back to us at sales@edureka.in or call us at IND: 9606058406 / US: 18338555775 (toll-free).

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