Udemy - Streaming Big Data with Spark Streaming, Scala, and Spark...

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 4.3 GB
  • Uploaded By CourseClub
  • Downloads 438
  • Last checked 3 days ago
  • Date uploaded 6 years ago
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Infohash : 22E4CA2CA1EB8D31807BF6806C435E73ABC8D345



Streaming Big Data with Spark Streaming, Scala, and Spark 3!

Hands-on examples of processing massive streams of data - in real time, on a cluster - with Apache Spark Streaming.

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[DesireCourse.Net] Udemy - Streaming Big Data with Spark Streaming, Scala, and Spark 3! 1. Getting Started
  • 1. Tip Apply for a Twitter Developer Account now!.html (1.4 KB)
  • 2. Introduction, and Getting Set Up.mp4 (214.6 MB)
  • 2. Introduction, and Getting Set Up.srt (26.6 KB)
  • 2.1 JDK download site.html (0.1 KB)
  • 2.2 Scala IDE download site.html (0.1 KB)
  • 2.3 Spark download site.html (0.1 KB)
  • 2.4 winutils.exe.html (0.1 KB)
  • 3. [Activity] Stream Live Tweets with Spark Streaming!.mp4 (126.1 MB)
  • 3. [Activity] Stream Live Tweets with Spark Streaming!.srt (22.7 KB)
  • 3.1 PrintTweets.scala.html (0.1 KB)
  • 3.2 Utilities.scala.html (0.1 KB)
  • 3.3 twitter4j-core JAR.html (0.1 KB)
  • 3.4 twitter.txt.html (0.1 KB)
  • 3.5 twitter4j-stream JAR.html (0.1 KB)
  • 3.6 dstream-twitter.html (0.1 KB)
  • 4. Udemy 101 Getting the Most From This Course.mp4 (19.7 MB)
  • 4. Udemy 101 Getting the Most From This Course.srt (4.0 KB)
2. A Crash Course in Scala
  • 1. [Activity] Scala Basics Part 1.mp4 (143.3 MB)
  • 1. [Activity] Scala Basics Part 1.srt (18.1 KB)
  • 1.1 LearningScala1.sc.html (0.1 KB)
  • 2. [Exercise] Scala Basics Part 2.mp4 (116.6 MB)
  • 2. [Exercise] Scala Basics Part 2.srt (15.7 KB)
  • 3. [Exercise] Flow Control in Scala.mp4 (66.2 MB)
  • 3. [Exercise] Flow Control in Scala.srt (11.8 KB)
  • 3.1 LearningScala2.sc.html (0.1 KB)
  • 4. [Exercise] Functions in Scala.mp4 (91.2 MB)
  • 4. [Exercise] Functions in Scala.srt (14.1 KB)
  • 4.1 LearningScala3.sc.html (0.1 KB)
  • 5. [Excercise] Data Structures in Scala.mp4 (188.8 MB)
  • 5. [Excercise] Data Structures in Scala.srt (26.8 KB)
  • 5.1 LearningScala4.sc.html (0.1 KB)
3. Spark Streaming Concepts
  • 1. Introduction to Spark.mp4 (103.6 MB)
  • 1. Introduction to Spark.srt (11.6 KB)
  • 2. The Resilient Distributed Dataset (RDD).mp4 (129.3 MB)
  • 2. The Resilient Distributed Dataset (RDD).srt (16.4 KB)
  • 3. [Activity] RDD's in action simple word count application.mp4 (93.5 MB)
  • 3. [Activity] RDD's in action simple word count application.srt (12.6 KB)
  • 3.1 wordcount.scala.html (0.1 KB)
  • 3.2 book.txt.html (0.1 KB)
  • 4. Introduction to Spark Streaming.mp4 (74.0 MB)
  • 4. Introduction to Spark Streaming.srt (10.9 KB)
  • 5. [Activity] Revisiting the PrintTweets application.mp4 (54.9 MB)
  • 5. [Activity] Revisiting the PrintTweets application.srt (8.2 KB)
  • 6. Windowing Aggregating data over longer time spans.mp4 (62.8 MB)
  • 6. Windowing Aggregating data over longer time spans.srt (8.2 KB)
  • 7. Fault Tolerance in Spark Streaming.mp4 (82.1 MB)
  • 7. Fault Tolerance in Spark Streaming.srt (10.5 KB)
4. Spark Streaming Examples with Twitter
  • 1. [Exercise] Saving Tweets to Disk.mp4 (173.5 MB)
  • 1. [Exercise] Saving Tweets to Disk.srt (21.9 KB)
  • 1.1 SaveTweets.scala.html (0.1 KB)
  • 2. [Exercise] Tracking the Average Tweet Length.mp4 (97.5 MB)
  • 2. [Exercise] Tracking the Average Tweet Length.srt (13.4 KB)
  • 2.1 AverageTweetLength.scala.html (0.1 KB)
  • 3. [Exercise] Tracking the Most Popular Hashtags.mp4 (192.5 MB)
  • 3. [Exercise] Tracking the Most Popular Hashtags.srt (23.6 KB)
  • 3.1 PopularHashtags.scala.html (0.1 KB)
5. Spark Streaming Examples with Clickstream Apache Access Log Data
  • 1. [Exercise] Tracking the Top URL's Requested.mp4 (168.4 MB)
  • 1. [Exercise] Tracking the Top URL's Requested.srt (12.1 MB)
  • 1.1 access_log.txt.html (0.1 KB)
  • 1.2 LogParser.scala.html (0.1 KB)
  • 1.3 ncat utility.html (0.1 KB)
  • 2. [Exercise] Alarming on Log Errors.mp4 (141.7 MB)
  • 2. [Exercise] Alarming on Log Errors.srt (19.1 KB)
  • 2.1 LogAlarmer.scala.html (0.1 KB)
  • 3. [Exercise] Integrating Spark Streaming with Spark SQL.mp4 (153.4 MB)
  • 3. [Exercise] Integrating Spark Streaming with Spark SQL.srt (24.9 KB)
  • 3.1 LogSQL.scala.html (0.1 KB)
  • 4. Intro to Structured Streaming in Spark 2.mp4 (110.7 MB)
  • 4. Intro to Structured Streaming in Spark 2.srt (14.4 KB)
  • 5. [Activity] Analyzing Apache Log files with Structured Streaming.mp4 (137.7 MB)
  • 5. [Activity] Analyzing Apache Log files with Structured Streaming.srt (18.3 KB)
  • 5.1 StructuredStreaming.scala.html (0.1 KB)
  • 5.2 access_log.txt.html (0.1 KB)
6. Integrating with Other Systems
  • 1. Integrating with Apache Kafka.mp4 (149.6 MB)
  • 1. Integrating with Apache Kafka.srt (20.3 KB)
  • 1.1 KafkaExample.scala.html (0.1 KB)
  • 2. Integrating with Apache Flume.mp4 (114.9 MB)
  • 2. Integrating with Apache Flume.srt (15.0 KB)
  • 2.1 FlumePushExample.scala.html (0.1 KB)
  • 2.2 FlumePullExample.scala.html (0.1 KB)
  • 3. Integrating with Amazon Kinesis.mp4 (66.3 MB)
  • 3. Integrating with Amazon Kinesis.srt (8.9 KB)
  • 3.1 KinesisExample.scala.html (0.1 KB)
  • 4. [Activity] Writing Custom Data Receivers.mp4 (83.3 MB)
  • 4. [Activity] Writing Custom Data Receivers.srt (9.8 KB)
  • 4.1 CustomReceiverExample.scala.html (0.1 KB)
  • 5. Integrating with Cassandra.mp4 (86.9 MB)
  • 5. Integrating with Cassandra.srt (12.0 KB)
  • 5.1 CassandraExample.scala.html (0.1 KB)
7. Advanced Spark Streaming Examples
  • 1. [Exercise] Stateful Information in Spark Streams.mp4 (179.4 MB)
  • 1. [Exercise] Stateful Information in Spark Streams.srt (23.6 KB)
  • 1.1 Sessionizer.scala.html (0.1 KB)
  • 2. [Activity] Streaming K-Means Clustering.mp4 (197.5 MB)
  • 2. [Activity] Streaming K-Means Clustering.srt (23.0 KB)
  • 2.1 StreamingKMeans.scala.html (0.1 KB)
  • 2.2 kmeans-test.txt.html (0.1 KB)
  • 2.3 kmeans-train.txt.html (0.1 KB)
  • 3. [Activity] Streaming Linear Regression.mp4 (148.4 MB)
  • 3. [Activity] Streaming Linear Regression.srt (18.2 KB)
  • 3.1 regression.txt.html (0.1 KB)
  • 3.2 StreamingRegression.scala.html (0.1 KB)
8. Spark Streaming in Production
  • 1. [Activity] Running with spark-submit.mp4 (95.4 MB)
  • 1. [Activity] Running with spark-submit.srt (16.1 KB)
  • 2. [Activity] Packaging your code with SBT.mp4 (125.7 MB)
  • 2. [Activity] Packaging your code with SBT.srt (25.4 KB)
  • 2.1 SBT build directory tree.html (0.1 KB)
  • 2.2 SBT download site.html (0.1 KB)
  • 3. Running on a real Hadoop cluster with EMR.mp4 (151.8 MB)
  • 3. Running on a real Hadoop cluster with EMR.srt (20.9 KB)
  • 3.1 WordCount.jar.html (0.1 KB)
  • 4. Troubleshooting and Tuning Spark Jobs.mp4 (158.5 MB)
  • 4. Troubleshooting and Tuning Spark Jobs.srt (21.7 KB)
9. You Made It!
  • 1. Learning More.mp4 (83.6 MB)
  • 1. Learning More.srt (6.9 KB)
  • 2. Bonus Lecture More courses to explore!.html (6.2 KB)
  • [CourseClub.Me].url (0.0 KB)
  • [DesireCourse.Net].url (0.0 KB)
  • [FreeCourseWorld.Com].url (0.1 KB)

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