UD82 | 09DD4E701EA34B4C5C94BF1A04CA1EC19440B200

UD82

Name	UD82	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	6.9 GB
Total Files	60
Hash	09DD4E701EA34B4C5C94BF1A04CA1EC19440B200

/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
Total files 60