FreeCourseLab com Udemy Taming Big Data with Spark Streaming and Scala Hands On

/1. Getting Started/

1. Tip Apply for a Twitter Developer Account now!.html

2. Warning about Java 11 and Spark 2.4!.html

3. Introduction, and Getting Set Up.mp4

3. Introduction, and Getting Set Up.vtt

3.1 JDK download site.html

3.2 Scala IDE download site.html

3.3 GETTING STARTED - installation steps.html

3.4 Spark download site.html

3.5 winutils.exe.html

4. [Activity] Stream Live Tweets with Spark Streaming!.mp4

4. [Activity] Stream Live Tweets with Spark Streaming!.vtt

4.1 PrintTweets.scala.html

4.2 twitter4j-stream JAR.html

4.3 Utilities.scala.html

4.4 dstream-twitter JAR.html

4.5 twitter4j-core JAR.html

4.6 twitter.txt.html

5. Udemy 101 Getting the Most From This Course.mp4

5. Udemy 101 Getting the Most From This Course.vtt

/2. A Crash Course in Scala/

1. [Activity] Scala Basics Part 1.mp4

1. [Activity] Scala Basics Part 1.vtt

1.1 LearningScala1.sc.html

2. [Exercise] Scala Basics Part 2.mp4

2. [Exercise] Scala Basics Part 2.vtt

3. [Exercise] Flow Control in Scala.mp4

3. [Exercise] Flow Control in Scala.vtt

3.1 LearningScala2.sc.html

4. [Exercise] Functions in Scala.mp4

4. [Exercise] Functions in Scala.vtt

4.1 LearningScala3.sc.html

5. [Excercise] Data Structures in Scala.mp4

5. [Excercise] Data Structures in Scala.vtt

5.1 LearningScala4.sc.html

/3. Spark Streaming Concepts/

1. Introduction to Spark.mp4

1. Introduction to Spark.vtt

2. The Resilient Distributed Dataset (RDD).mp4

2. The Resilient Distributed Dataset (RDD).vtt

3. [Activity] RDD's in action simple word count application.mp4

3. [Activity] RDD's in action simple word count application.vtt

3.1 book.txt.html

3.2 wordcount.scala.html

4. Introduction to Spark Streaming.mp4

4. Introduction to Spark Streaming.vtt

5. [Activity] Revisiting the PrintTweets application.mp4

5. [Activity] Revisiting the PrintTweets application.vtt

6. Windowing Aggregating data over longer time spans.mp4

6. Windowing Aggregating data over longer time spans.vtt

7. Fault Tolerance in Spark Streaming.mp4

7. Fault Tolerance in Spark Streaming.vtt

/4. Spark Streaming Examples with Twitter/

1. [Exercise] Saving Tweets to Disk.mp4

1. [Exercise] Saving Tweets to Disk.vtt

1.1 SaveTweets.scala.html

2. [Exercise] Tracking the Average Tweet Length.mp4

2. [Exercise] Tracking the Average Tweet Length.vtt

2.1 AverageTweetLength.scala.html

3. [Exercise] Tracking the Most Popular Hashtags.mp4

3. [Exercise] Tracking the Most Popular Hashtags.vtt

3.1 PopularHashtags.scala.html

/5. Spark Streaming Examples with Clickstream Apache Access Log Data/

1. [Exercise] Tracking the Top URL's Requested.mp4

1. [Exercise] Tracking the Top URL's Requested.vtt

1.1 ncat utility.html

1.2 LogParser.scala.html

1.3 access_log.txt.html

2. [Exercise] Alarming on Log Errors.mp4

2. [Exercise] Alarming on Log Errors.vtt

2.1 LogAlarmer.scala.html

3. [Exercise] Integrating Spark Streaming with Spark SQL.mp4

3. [Exercise] Integrating Spark Streaming with Spark SQL.vtt

3.1 LogSQL.scala.html

4. Intro to Structured Streaming in Spark 2.mp4

4. Intro to Structured Streaming in Spark 2.vtt

5. [Activity] Analyzing Apache Log files with Structured Streaming.mp4

5. [Activity] Analyzing Apache Log files with Structured Streaming.vtt

5.1 StructuredStreaming.scala.html

5.2 access_log.txt.html

/6. Integrating with Other Systems/

1. Integrating with Apache Kafka.mp4

1. Integrating with Apache Kafka.vtt

1.1 KafkaExample.scala.html

2. Integrating with Apache Flume.mp4

2. Integrating with Apache Flume.vtt

2.1 FlumePushExample.scala.html

2.2 FlumePullExample.scala.html

3. Integrating with Amazon Kinesis.mp4

3. Integrating with Amazon Kinesis.vtt

3.1 KinesisExample.scala.html

4. [Activity] Writing Custom Data Receivers.mp4

4. [Activity] Writing Custom Data Receivers.vtt

4.1 CustomReceiverExample.scala.html

5. Integrating with Cassandra.mp4

5. Integrating with Cassandra.vtt

5.1 CassandraExample.scala.html

/7. Advanced Spark Streaming Examples/

1. [Exercise] Stateful Information in Spark Streams.mp4

1. [Exercise] Stateful Information in Spark Streams.vtt

1.1 Sessionizer.scala.html

2. [Activity] Streaming K-Means Clustering.mp4

2. [Activity] Streaming K-Means Clustering.vtt

2.1 kmeans-test.txt.html

2.2 kmeans-train.txt.html

2.3 StreamingKMeans.scala.html

3. [Activity] Streaming Linear Regression.mp4

3. [Activity] Streaming Linear Regression.vtt

3.1 regression.txt.html

3.2 StreamingRegression.scala.html

/8. Spark Streaming in Production/

1. [Activity] Running with spark-submit.mp4

1. [Activity] Running with spark-submit.vtt

2. [Activity] Packaging your code with SBT.mp4

2. [Activity] Packaging your code with SBT.vtt

2.1 SBT build directory tree.html

2.2 SBT download site.html

3. Running on a real Hadoop cluster with EMR.mp4

3. Running on a real Hadoop cluster with EMR.vtt

3.1 WordCount.jar.html

4. Troubleshooting and Tuning Spark Jobs.mp4

4. Troubleshooting and Tuning Spark Jobs.vtt

/9. You Made It!/

1. Learning More.mp4

1. Learning More.vtt

2. Bonus Lecture Discounts on my other courses!.mp4

2. Bonus Lecture Discounts on my other courses!.vtt

2.1 My website!.html

/

[FreeCourseLab.com].url

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