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01 Getting Started/001 Warning about Java 9.html 1.4 KB
01 Getting Started/002 GETTING-STARTED-installation-steps.txt 42 B
01 Getting Started/002 Installing-Spark-on-MacOS.txt 69 B
01 Getting Started/002 Introduction and Getting Set Up-en.srt 25.1 KB
01 Getting Started/002 Introduction and Getting Set Up.mp4 50.94 MB
01 Getting Started/002 JDK-install-site.txt 68 B
01 Getting Started/002 Scala-IDE-download-site.txt 23 B
01 Getting Started/002 Spark-download-site.txt 41 B
01 Getting Started/002 winutils.exe.txt 54 B
01 Getting Started/003 Activity Create a Histogram of Real Movie Ratings with Spark-en.srt 30.07 KB
01 Getting Started/003 Activity Create a Histogram of Real Movie Ratings with Spark.mp4 76 MB
01 Getting Started/003 Course-Materials.txt 42 B
01 Getting Started/003 MovieLens-data-set.txt 42 B
02 Scala Crash Course/004 Activity Scala Basics Part 1-en.srt 22.19 KB
02 Scala Crash Course/004 Activity Scala Basics Part 1.mp4 61.53 MB
02 Scala Crash Course/004 LearningScala1.sc.txt 63 B
02 Scala Crash Course/005 Exercise Scala Basics Part 2-en.srt 16.51 KB
02 Scala Crash Course/005 Exercise Scala Basics Part 2.mp4 79.11 MB
02 Scala Crash Course/006 Exercise Flow Control in Scala-en.srt 12.39 KB
02 Scala Crash Course/006 Exercise Flow Control in Scala.mp4 25.2 MB
02 Scala Crash Course/006 LearningScala2.sc.txt 63 B
02 Scala Crash Course/007 Exercise Functions in Scala-en.srt 14.66 KB
02 Scala Crash Course/007 Exercise Functions in Scala.mp4 32.19 MB
02 Scala Crash Course/007 LearningScala3.sc.txt 63 B
02 Scala Crash Course/008 Exercise Data Structures in Scala-en.srt 27.54 KB
02 Scala Crash Course/008 Exercise Data Structures in Scala.mp4 139.57 MB
02 Scala Crash Course/008 LearningScala4.sc.txt 63 B
03 Spark Basics and Simple Examples/009 Introduction to Spark-en.srt 15.42 KB
03 Spark Basics and Simple Examples/009 Introduction to Spark.mp4 44.11 MB
03 Spark Basics and Simple Examples/010 The Resilient Distributed Dataset-en.srt 19.39 KB
03 Spark Basics and Simple Examples/010 The Resilient Distributed Dataset.mp4 57.69 MB
03 Spark Basics and Simple Examples/011 Ratings Histogram Walkthrough-en.srt 13.1 KB
03 Spark Basics and Simple Examples/011 Ratings Histogram Walkthrough.mp4 31.82 MB
03 Spark Basics and Simple Examples/012 Spark Internals-en.srt 8.3 KB
03 Spark Basics and Simple Examples/012 Spark Internals.mp4 21.98 MB
03 Spark Basics and Simple Examples/013 Key Value RDDs and the Average Friends by Age example-en.srt 21.22 KB
03 Spark Basics and Simple Examples/013 Key Value RDDs and the Average Friends by Age example.mp4 58.48 MB
03 Spark Basics and Simple Examples/014 Activity Running the Average Friends by Age Example-en.srt 12.43 KB
03 Spark Basics and Simple Examples/014 Activity Running the Average Friends by Age Example.mp4 57.15 MB
03 Spark Basics and Simple Examples/015 Filtering RDDs and the Minimum Temperature by Location Example-en.srt 11.33 KB
03 Spark Basics and Simple Examples/015 Filtering RDDs and the Minimum Temperature by Location Example.mp4 28.36 MB
03 Spark Basics and Simple Examples/016 Activity Running the Minimum Temperature Example and Modifying it for Maximum-en.srt 16.11 KB
03 Spark Basics and Simple Examples/016 Activity Running the Minimum Temperature Example and Modifying it for Maximum.mp4 66.12 MB
03 Spark Basics and Simple Examples/017 Activity Counting Word Occurrences using Flatmap()-en.srt 14.34 KB
03 Spark Basics and Simple Examples/017 Activity Counting Word Occurrences using Flatmap().mp4 49.2 MB
03 Spark Basics and Simple Examples/018 Activity Improving the Word Count Script with Regular Expressions-en.srt 11.16 KB
03 Spark Basics and Simple Examples/018 Activity Improving the Word Count Script with Regular Expressions.mp4 37.62 MB
03 Spark Basics and Simple Examples/019 Activity Sorting the Word Count Results-en.srt 13.69 KB
03 Spark Basics and Simple Examples/019 Activity Sorting the Word Count Results.mp4 53.23 MB
03 Spark Basics and Simple Examples/020 Exercise Find the Total Amount Spent by Customer-en.srt 5.9 KB
03 Spark Basics and Simple Examples/020 Exercise Find the Total Amount Spent by Customer.mp4 24.51 MB
03 Spark Basics and Simple Examples/021 Exercise Check your Results and Sort Them by Total Amount Spent-en.srt 7.34 KB
03 Spark Basics and Simple Examples/021 Exercise Check your Results and Sort Them by Total Amount Spent.mp4 25.28 MB
03 Spark Basics and Simple Examples/022 Check Your Results and Implementation Against Mine-en.srt 5.4 KB
03 Spark Basics and Simple Examples/022 Check Your Results and Implementation Against Mine.mp4 20.67 MB
04 Advanced Examples of Spark Programs/023 Activity Find the Most Popular Movie-en.srt 7.25 KB
04 Advanced Examples of Spark Programs/023 Activity Find the Most Popular Movie.mp4 21.44 MB
04 Advanced Examples of Spark Programs/024 Activity Use Broadcast Variables to Display Movie Names-en.srt 14.48 KB
04 Advanced Examples of Spark Programs/024 Activity Use Broadcast Variables to Display Movie Names.mp4 47.46 MB
04 Advanced Examples of Spark Programs/025 Activity Find the Most Popular Superhero in a Social Graph-en.srt 24.02 KB
04 Advanced Examples of Spark Programs/025 Activity Find the Most Popular Superhero in a Social Graph.mp4 93.4 MB
04 Advanced Examples of Spark Programs/026 Superhero Degrees of Separation Introducing Breadth-First Search-en.srt 12.55 KB
04 Advanced Examples of Spark Programs/026 Superhero Degrees of Separation Introducing Breadth-First Search.mp4 28.68 MB
04 Advanced Examples of Spark Programs/027 Superhero Degrees of Separation Accumulators and Implementing BFS in Spark-en.srt 10.12 KB
04 Advanced Examples of Spark Programs/027 Superhero Degrees of Separation Accumulators and Implementing BFS in Spark.mp4 26.47 MB
04 Advanced Examples of Spark Programs/028 Superhero Degrees of Separation Review the code and run it-en.srt 17.67 KB
04 Advanced Examples of Spark Programs/028 Superhero Degrees of Separation Review the code and run it.mp4 58.23 MB
04 Advanced Examples of Spark Programs/029 Item-Based Collaborative Filtering in Spark cache() and persist()-en.srt 14.5 KB
04 Advanced Examples of Spark Programs/029 Item-Based Collaborative Filtering in Spark cache() and persist().mp4 38.69 MB
04 Advanced Examples of Spark Programs/030 Activity Running the Similar Movies Script using Sparks Cluster Manager-en.srt 23.75 KB
04 Advanced Examples of Spark Programs/030 Activity Running the Similar Movies Script using Sparks Cluster Manager.mp4 70.62 MB
04 Advanced Examples of Spark Programs/031 Exercise Improve the Quality of Similar Movies-en.srt 5.15 KB
04 Advanced Examples of Spark Programs/031 Exercise Improve the Quality of Similar Movies.mp4 17.78 MB
05 Running Spark on a Cluster/032 Activity Using spark-submit to run Spark driver scripts-en.srt 11.59 KB
05 Running Spark on a Cluster/032 Activity Using spark-submit to run Spark driver scripts.mp4 38.26 MB
05 Running Spark on a Cluster/033 Activity Packaging driver scripts with SBT-en.srt 23.97 KB
05 Running Spark on a Cluster/033 Activity Packaging driver scripts with SBT.mp4 73.39 MB
05 Running Spark on a Cluster/034 Introducing Amazon Elastic MapReduce-en.srt 13.05 KB
05 Running Spark on a Cluster/034 Introducing Amazon Elastic MapReduce.mp4 37.57 MB
05 Running Spark on a Cluster/035 Amazon-Web-Services-website.txt 25 B
05 Running Spark on a Cluster/035 Creating Similar Movies from One Million Ratings on EMR-en.srt 20.44 KB
05 Running Spark on a Cluster/035 Creating Similar Movies from One Million Ratings on EMR.mp4 68.22 MB
05 Running Spark on a Cluster/036 Partitioning-en.srt 9.32 KB
05 Running Spark on a Cluster/036 Partitioning.mp4 34.67 MB
05 Running Spark on a Cluster/037 Best Practices for Running on a Cluster-en.srt 9.88 KB
05 Running Spark on a Cluster/037 Best Practices for Running on a Cluster.mp4 29.86 MB
05 Running Spark on a Cluster/038 Troubleshooting and Managing Dependencies-en.srt 16.08 KB
05 Running Spark on a Cluster/038 Troubleshooting and Managing Dependencies.mp4 47.29 MB
06 SparkSQL DataFrames and DataSets/039 Introduction to SparkSQL-en.srt 12.49 KB
06 SparkSQL DataFrames and DataSets/039 Introduction to SparkSQL.mp4 35.14 MB
06 SparkSQL DataFrames and DataSets/040 Activity Using SparkSQL-en.srt 11.71 KB
06 SparkSQL DataFrames and DataSets/040 Activity Using SparkSQL.mp4 34.38 MB
06 SparkSQL DataFrames and DataSets/041 Activity Using DataFrames and DataSets-en.srt 11.28 KB
06 SparkSQL DataFrames and DataSets/041 Activity Using DataFrames and DataSets.mp4 29.06 MB
06 SparkSQL DataFrames and DataSets/042 Activity Using DataSets instead of RDDs-en.srt 12.42 KB
06 SparkSQL DataFrames and DataSets/042 Activity Using DataSets instead of RDDs.mp4 35.65 MB
07 Machine Learning with MLLib/043 Introducing MLLib-en.srt 13.35 KB
07 Machine Learning with MLLib/043 Introducing MLLib.mp4 39.23 MB
07 Machine Learning with MLLib/044 Activity Using MLLib to Produce Movie Recommendations-en.srt 13.12 KB
07 Machine Learning with MLLib/044 Activity Using MLLib to Produce Movie Recommendations.mp4 43.3 MB
07 Machine Learning with MLLib/045 Activity Linear Regression with MLLib-en.srt 20.12 KB
07 Machine Learning with MLLib/045 Activity Linear Regression with MLLib.mp4 62.18 MB
07 Machine Learning with MLLib/046 Activity Using DataFrames with MLLib-en.srt 17.15 KB
07 Machine Learning with MLLib/046 Activity Using DataFrames with MLLib.mp4 50.7 MB
08 Intro to Spark Streaming/047 Spark Streaming Overview-en.srt 18.27 KB
08 Intro to Spark Streaming/047 Spark Streaming Overview.mp4 51.48 MB
08 Intro to Spark Streaming/048 Activity Set up a Twitter Developer Account and Stream Tweets-en.srt 21.24 KB
08 Intro to Spark Streaming/048 Activity Set up a Twitter Developer Account and Stream Tweets.mp4 80.86 MB
08 Intro to Spark Streaming/048 Twitter-application-management.txt 27 B
08 Intro to Spark Streaming/049 Structured Streaming-en.srt 7.06 KB
08 Intro to Spark Streaming/049 Structured Streaming.mp4 19.12 MB
09 Intro to GraphX/050 GraphX Pregel and Breadth-First-Search with Pregel.-en.srt 18.08 KB
09 Intro to GraphX/050 GraphX Pregel and Breadth-First-Search with Pregel..mp4 60.31 MB
09 Intro to GraphX/051 Activity Superhero Degrees of Separation using GraphX-en.srt 15.25 KB
09 Intro to GraphX/051 Activity Superhero Degrees of Separation using GraphX.mp4 46.7 MB
10 You Made It Where to Go from Here/052 Apache-Spark-website.txt 26 B
10 You Made It Where to Go from Here/052 Learning More and Career Tips-en.srt 7.69 KB
10 You Made It Where to Go from Here/052 Learning More and Career Tips.mp4 83.82 MB
10 You Made It Where to Go from Here/053 Bonus Lecture Discounts on my other Big Data Data Science Courses.-en.srt 3.56 KB
10 You Made It Where to Go from Here/053 Bonus Lecture Discounts on my other Big Data Data Science Courses..mp4 9.14 MB
10 You Made It Where to Go from Here/053 My-website-.txt 34 B
[FreeCoursesOnline.Us].url 123 B
[FreeTutorials.Us].url 119 B
[FTU Forum].url 252 B
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