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UD82

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UD82

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Total Size

6.9 GB

Total Files

61

Hash

6D78598FFAEEDA6C7E7727F91684ED4C00055B49

/01 Getting Started/

001 Tip Apply for a Twitter Developer Account now.html

2.3 KB

002 Udemy 101 Getting the Most From This Course.mp4

20.7 MB

003 Introduction and Getting Set Up.mp4

193.1 MB

004 [Activity] Create a Histogram of Real Movie Ratings with Spark.mp4

125.1 MB

external-assets-links.txt

0.5 KB

/02 Scala Crash Course [Optional]/

005 [Activity] Scala Basics Part 1.mp4

235.5 MB

006 [Exercise] Scala Basics Part 2.mp4

162.7 MB

007 [Exercise] Flow Control in Scala.mp4

87.1 MB

008 [Exercise] Functions in Scala.mp4

127.7 MB

009 [Exercise] Data Structures in Scala.mp4

263.3 MB

external-assets-links.txt

0.3 KB

/03 Spark Basics and Simple Examples/

010 Introduction to Spark.mp4

158.2 MB

011 The Resilient Distributed Dataset.mp4

208.3 MB

012 Ratings Histogram Walkthrough.mp4

122.3 MB

013 Spark Internals.mp4

87.9 MB

014 Key Value RDDs and the Average Friends by Age example.mp4

218.6 MB

015 [Activity] Running the Average Friends by Age Example.mp4

140.9 MB

016 Filtering RDDs and the Minimum Temperature by Location Example.mp4

113.2 MB

017 [Activity] Running the Minimum Temperature Example and Modifying it for Maximum.mp4

174.0 MB

018 [Activity] Counting Word Occurrences using Flatmap().mp4

153.2 MB

019 [Activity] Improving the Word Count Script with Regular Expressions.mp4

109.2 MB

020 [Activity] Sorting the Word Count Results.mp4

145.2 MB

021 [Exercise] Find the Total Amount Spent by Customer.mp4

69.6 MB

022 [Exercise] Check your Results and Sort Them by Total Amount Spent.mp4

72.6 MB

023 Check Your Results and Implementation Against Mine.mp4

56.9 MB

/04 Advanced Examples of Spark Programs/

024 [Activity] Find the Most Popular Movie.mp4

69.4 MB

025 [Activity] Use Broadcast Variables to Display Movie Names.mp4

153.5 MB

026 [Activity] Find the Most Popular Superhero in a Social Graph.mp4

261.2 MB

027 Superhero Degrees of Separation Introducing Breadth-First Search.mp4

106.7 MB

028 Superhero Degrees of Separation Accumulators and Implementing BFS in Spark.mp4

98.8 MB

029 Superhero Degrees of Separation Review the code and run it.mp4

174.0 MB

030 Item-Based Collaborative Filtering in Spark cache() and persist().mp4

147.4 MB

031 [Activity] Running the Similar Movies Script using Sparks Cluster Manager.mp4

221.8 MB

032 [Exercise] Improve the Quality of Similar Movies.mp4

58.3 MB

/05 Running Spark on a Cluster/

033 [Activity] Using spark-submit to run Spark driver scripts.mp4

121.5 MB

034 [Activity] Packaging driver scripts with SBT.mp4

105.4 MB

035 Introducing Amazon Elastic MapReduce.mp4

138.4 MB

036 Creating Similar Movies from One Million Ratings on EMR.mp4

142.5 MB

037 Partitioning.mp4

104.2 MB

038 Best Practices for Running on a Cluster.mp4

107.0 MB

039 Troubleshooting and Managing Dependencies.mp4

160.2 MB

external-assets-links.txt

0.1 KB

/06 SparkSQL DataFrames and DataSets/

040 Introduction to SparkSQL.mp4

136.5 MB

041 [Activity] Using SparkSQL.mp4

111.0 MB

042 [Activity] Using DataFrames and DataSets.mp4

102.1 MB

043 [Activity] Using DataSets instead of RDDs.mp4

126.0 MB

/07 Machine Learning with MLLib/

044 Introducing MLLib.mp4

55.5 MB

045 If you have trouble running the following activity.html

2.1 KB

046 [Activity] Using MLLib to Produce Movie Recommendations.mp4

136.2 MB

047 [Activity] Linear Regression with MLLib.mp4

38.1 MB

048 [Activity] Using DataFrames with MLLib.mp4

113.4 MB

/08 Intro to Spark Streaming/

049 Spark Streaming Overview.mp4

187.9 MB

050 [Activity] Set up a Twitter Developer Account and Stream Tweets.mp4

167.7 MB

051 Structured Streaming.mp4

31.2 MB

external-assets-links.txt

0.1 KB

/09 Intro to GraphX/

052 GraphX Pregel and Breadth-First-Search with Pregel.mp4

209.2 MB

053 [Activity] Superhero Degrees of Separation using GraphX.mp4

146.9 MB

/10 You Made It Where to Go from Here/

054 Learning More and Career Tips.mp4

98.6 MB

055 Bonus Lecture More courses to explore.html

8.3 KB

external-assets-links.txt

0.1 KB

/

Torrent_downloaded_from_Demonoid.is_.txt

0.1 KB

 

Total files 61


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