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文档列表

01 Getting Started/001 Warning about Java 9.html 1.4 kB
01 Getting Started/002 GETTING-STARTED-installation-steps.txt 42 Bytes
01 Getting Started/002 Installing-Spark-on-MacOS.txt 69 Bytes
01 Getting Started/002 Introduction and Getting Set Up-en.srt 25.7 kB
01 Getting Started/002 Introduction and Getting Set Up.mp4 53.4 MB
01 Getting Started/002 JDK-install-site.txt 68 Bytes
01 Getting Started/002 Scala-IDE-download-site.txt 23 Bytes
01 Getting Started/002 Spark-download-site.txt 41 Bytes
01 Getting Started/002 winutils.exe.txt 54 Bytes
01 Getting Started/003 Activity Create a Histogram of Real Movie Ratings with Spark-en.srt 30.8 kB
01 Getting Started/003 Activity Create a Histogram of Real Movie Ratings with Spark.mp4 79.7 MB
01 Getting Started/003 Course-Materials.txt 42 Bytes
01 Getting Started/003 MovieLens-data-set.txt 42 Bytes
02 Scala Crash Course/004 Activity Scala Basics Part 1-en.srt 22.7 kB
02 Scala Crash Course/004 Activity Scala Basics Part 1.mp4 64.5 MB
02 Scala Crash Course/004 LearningScala1.sc.txt 63 Bytes
02 Scala Crash Course/005 Exercise Scala Basics Part 2-en.srt 16.9 kB
02 Scala Crash Course/005 Exercise Scala Basics Part 2.mp4 83.0 MB
02 Scala Crash Course/006 Exercise Flow Control in Scala-en.srt 12.7 kB
02 Scala Crash Course/006 Exercise Flow Control in Scala.mp4 26.4 MB
02 Scala Crash Course/006 LearningScala2.sc.txt 63 Bytes
02 Scala Crash Course/007 Exercise Functions in Scala-en.srt 15.0 kB
02 Scala Crash Course/007 Exercise Functions in Scala.mp4 33.8 MB
02 Scala Crash Course/007 LearningScala3.sc.txt 63 Bytes
02 Scala Crash Course/008 Exercise Data Structures in Scala-en.srt 28.2 kB
02 Scala Crash Course/008 Exercise Data Structures in Scala.mp4 146.4 MB
02 Scala Crash Course/008 LearningScala4.sc.txt 63 Bytes
03 Spark Basics and Simple Examples/009 Introduction to Spark-en.srt 15.8 kB
03 Spark Basics and Simple Examples/009 Introduction to Spark.mp4 46.2 MB
03 Spark Basics and Simple Examples/010 The Resilient Distributed Dataset-en.srt 19.9 kB
03 Spark Basics and Simple Examples/010 The Resilient Distributed Dataset.mp4 60.5 MB
03 Spark Basics and Simple Examples/011 Ratings Histogram Walkthrough-en.srt 13.4 kB
03 Spark Basics and Simple Examples/011 Ratings Histogram Walkthrough.mp4 33.4 MB
03 Spark Basics and Simple Examples/012 Spark Internals-en.srt 8.5 kB
03 Spark Basics and Simple Examples/012 Spark Internals.mp4 23.0 MB
03 Spark Basics and Simple Examples/013 Key Value RDDs and the Average Friends by Age example-en.srt 21.7 kB
03 Spark Basics and Simple Examples/013 Key Value RDDs and the Average Friends by Age example.mp4 61.3 MB
03 Spark Basics and Simple Examples/014 Activity Running the Average Friends by Age Example-en.srt 12.7 kB
03 Spark Basics and Simple Examples/014 Activity Running the Average Friends by Age Example.mp4 59.9 MB
03 Spark Basics and Simple Examples/015 Filtering RDDs and the Minimum Temperature by Location Example-en.srt 11.6 kB
03 Spark Basics and Simple Examples/015 Filtering RDDs and the Minimum Temperature by Location Example.mp4 29.7 MB
03 Spark Basics and Simple Examples/016 Activity Running the Minimum Temperature Example and Modifying it for Maximum-en.srt 16.5 kB
03 Spark Basics and Simple Examples/016 Activity Running the Minimum Temperature Example and Modifying it for Maximum.mp4 69.3 MB
03 Spark Basics and Simple Examples/017 Activity Counting Word Occurrences using Flatmap()-en.srt 14.7 kB
03 Spark Basics and Simple Examples/017 Activity Counting Word Occurrences using Flatmap().mp4 51.6 MB
03 Spark Basics and Simple Examples/018 Activity Improving the Word Count Script with Regular Expressions-en.srt 11.4 kB
03 Spark Basics and Simple Examples/018 Activity Improving the Word Count Script with Regular Expressions.mp4 39.4 MB
03 Spark Basics and Simple Examples/019 Activity Sorting the Word Count Results-en.srt 14.0 kB
03 Spark Basics and Simple Examples/019 Activity Sorting the Word Count Results.mp4 55.8 MB
03 Spark Basics and Simple Examples/020 Exercise Find the Total Amount Spent by Customer-en.srt 6.0 kB
03 Spark Basics and Simple Examples/020 Exercise Find the Total Amount Spent by Customer.mp4 25.7 MB
03 Spark Basics and Simple Examples/021 Exercise Check your Results and Sort Them by Total Amount Spent-en.srt 7.5 kB
03 Spark Basics and Simple Examples/021 Exercise Check your Results and Sort Them by Total Amount Spent.mp4 26.5 MB
03 Spark Basics and Simple Examples/022 Check Your Results and Implementation Against Mine-en.srt 5.5 kB
03 Spark Basics and Simple Examples/022 Check Your Results and Implementation Against Mine.mp4 21.7 MB
04 Advanced Examples of Spark Programs/023 Activity Find the Most Popular Movie-en.srt 7.4 kB
04 Advanced Examples of Spark Programs/023 Activity Find the Most Popular Movie.mp4 22.5 MB
04 Advanced Examples of Spark Programs/024 Activity Use Broadcast Variables to Display Movie Names-en.srt 14.8 kB
04 Advanced Examples of Spark Programs/024 Activity Use Broadcast Variables to Display Movie Names.mp4 49.8 MB
04 Advanced Examples of Spark Programs/025 Activity Find the Most Popular Superhero in a Social Graph-en.srt 24.6 kB
04 Advanced Examples of Spark Programs/025 Activity Find the Most Popular Superhero in a Social Graph.mp4 97.9 MB
04 Advanced Examples of Spark Programs/026 Superhero Degrees of Separation Introducing Breadth-First Search-en.srt 12.9 kB
04 Advanced Examples of Spark Programs/026 Superhero Degrees of Separation Introducing Breadth-First Search.mp4 30.1 MB
04 Advanced Examples of Spark Programs/027 Superhero Degrees of Separation Accumulators and Implementing BFS in Spark-en.srt 10.4 kB
04 Advanced Examples of Spark Programs/027 Superhero Degrees of Separation Accumulators and Implementing BFS in Spark.mp4 27.8 MB
04 Advanced Examples of Spark Programs/028 Superhero Degrees of Separation Review the code and run it-en.srt 18.1 kB
04 Advanced Examples of Spark Programs/028 Superhero Degrees of Separation Review the code and run it.mp4 61.1 MB
04 Advanced Examples of Spark Programs/029 Item-Based Collaborative Filtering in Spark cache() and persist()-en.srt 14.8 kB
04 Advanced Examples of Spark Programs/029 Item-Based Collaborative Filtering in Spark cache() and persist().mp4 40.6 MB
04 Advanced Examples of Spark Programs/030 Activity Running the Similar Movies Script using Sparks Cluster Manager-en.srt 24.3 kB
04 Advanced Examples of Spark Programs/030 Activity Running the Similar Movies Script using Sparks Cluster Manager.mp4 74.1 MB
04 Advanced Examples of Spark Programs/031 Exercise Improve the Quality of Similar Movies-en.srt 5.3 kB
04 Advanced Examples of Spark Programs/031 Exercise Improve the Quality of Similar Movies.mp4 18.6 MB
05 Running Spark on a Cluster/032 Activity Using spark-submit to run Spark driver scripts-en.srt 11.9 kB
05 Running Spark on a Cluster/032 Activity Using spark-submit to run Spark driver scripts.mp4 40.1 MB
05 Running Spark on a Cluster/033 Activity Packaging driver scripts with SBT-en.srt 24.5 kB
05 Running Spark on a Cluster/033 Activity Packaging driver scripts with SBT.mp4 77.0 MB
05 Running Spark on a Cluster/034 Introducing Amazon Elastic MapReduce-en.srt 13.4 kB
05 Running Spark on a Cluster/034 Introducing Amazon Elastic MapReduce.mp4 39.4 MB
05 Running Spark on a Cluster/035 Amazon-Web-Services-website.txt 25 Bytes
05 Running Spark on a Cluster/035 Creating Similar Movies from One Million Ratings on EMR-en.srt 20.9 kB
05 Running Spark on a Cluster/035 Creating Similar Movies from One Million Ratings on EMR.mp4 71.5 MB
05 Running Spark on a Cluster/036 Partitioning-en.srt 9.5 kB
05 Running Spark on a Cluster/036 Partitioning.mp4 36.4 MB
05 Running Spark on a Cluster/037 Best Practices for Running on a Cluster-en.srt 10.1 kB
05 Running Spark on a Cluster/037 Best Practices for Running on a Cluster.mp4 31.3 MB
05 Running Spark on a Cluster/038 Troubleshooting and Managing Dependencies-en.srt 16.5 kB
05 Running Spark on a Cluster/038 Troubleshooting and Managing Dependencies.mp4 49.6 MB
06 SparkSQL DataFrames and DataSets/039 Introduction to SparkSQL-en.srt 12.8 kB
06 SparkSQL DataFrames and DataSets/039 Introduction to SparkSQL.mp4 36.8 MB
06 SparkSQL DataFrames and DataSets/040 Activity Using SparkSQL-en.srt 12.0 kB
06 SparkSQL DataFrames and DataSets/040 Activity Using SparkSQL.mp4 36.1 MB
06 SparkSQL DataFrames and DataSets/041 Activity Using DataFrames and DataSets-en.srt 11.6 kB
06 SparkSQL DataFrames and DataSets/041 Activity Using DataFrames and DataSets.mp4 30.5 MB
06 SparkSQL DataFrames and DataSets/042 Activity Using DataSets instead of RDDs-en.srt 12.7 kB
06 SparkSQL DataFrames and DataSets/042 Activity Using DataSets instead of RDDs.mp4 37.4 MB
07 Machine Learning with MLLib/043 Introducing MLLib-en.srt 13.7 kB
07 Machine Learning with MLLib/043 Introducing MLLib.mp4 41.1 MB
07 Machine Learning with MLLib/044 Activity Using MLLib to Produce Movie Recommendations-en.srt 13.4 kB
07 Machine Learning with MLLib/044 Activity Using MLLib to Produce Movie Recommendations.mp4 45.4 MB
07 Machine Learning with MLLib/045 Activity Linear Regression with MLLib-en.srt 20.6 kB
07 Machine Learning with MLLib/045 Activity Linear Regression with MLLib.mp4 65.2 MB
07 Machine Learning with MLLib/046 Activity Using DataFrames with MLLib-en.srt 17.6 kB
07 Machine Learning with MLLib/046 Activity Using DataFrames with MLLib.mp4 53.2 MB
08 Intro to Spark Streaming/047 Spark Streaming Overview-en.srt 18.7 kB
08 Intro to Spark Streaming/047 Spark Streaming Overview.mp4 54.0 MB
08 Intro to Spark Streaming/048 Activity Set up a Twitter Developer Account and Stream Tweets-en.srt 21.8 kB
08 Intro to Spark Streaming/048 Activity Set up a Twitter Developer Account and Stream Tweets.mp4 84.8 MB
08 Intro to Spark Streaming/048 Twitter-application-management.txt 27 Bytes
08 Intro to Spark Streaming/049 Structured Streaming-en.srt 7.2 kB
08 Intro to Spark Streaming/049 Structured Streaming.mp4 20.0 MB
09 Intro to GraphX/050 GraphX Pregel and Breadth-First-Search with Pregel.-en.srt 18.5 kB
09 Intro to GraphX/050 GraphX Pregel and Breadth-First-Search with Pregel..mp4 63.2 MB
09 Intro to GraphX/051 Activity Superhero Degrees of Separation using GraphX-en.srt 15.6 kB
09 Intro to GraphX/051 Activity Superhero Degrees of Separation using GraphX.mp4 49.0 MB
10 You Made It Where to Go from Here/052 Apache-Spark-website.txt 26 Bytes
10 You Made It Where to Go from Here/052 Learning More and Career Tips-en.srt 7.9 kB
10 You Made It Where to Go from Here/052 Learning More and Career Tips.mp4 87.9 MB
10 You Made It Where to Go from Here/053 Bonus Lecture Discounts on my other Big Data Data Science Courses.-en.srt 3.6 kB
10 You Made It Where to Go from Here/053 Bonus Lecture Discounts on my other Big Data Data Science Courses..mp4 9.6 MB
10 You Made It Where to Go from Here/053 My-website-.txt 34 Bytes
[FreeCoursesOnline.Us].url 123 Bytes
[FreeTutorials.Us].url 119 Bytes
[FTU Forum].url 252 Bytes

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