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Udemy--apache-spark-with-scala-hands-on-with-big-data
magnet:?xt=urn:btih:e17dc9f2c7410f795d71a094cf1ca6bf6aad60d3&dn=Udemy--apache-spark-with-scala-hands-on-with-big-data
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e17dc9f2c7410f795d71a094cf1ca6bf6aad60d3
infohash:
52
文件数量
2.4 GB
文件大小
2019-11-9 22:33
创建日期
2024-8-18 23:38
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Udemy--apache-spark-with-scala-hands-on-with-big-data
01 Getting Started/002 Introduction and Getting Set Up.mp4 50.94 MB
01 Getting Started/003 Activity Create a Histogram of Real Movie Ratings with Spark.mp4 76 MB
02 Scala Crash Course/004 Activity Scala Basics Part 1.mp4 61.53 MB
02 Scala Crash Course/005 Exercise Scala Basics Part 2.mp4 79.11 MB
02 Scala Crash Course/006 Exercise Flow Control in Scala.mp4 25.2 MB
02 Scala Crash Course/007 Exercise Functions in Scala.mp4 32.19 MB
02 Scala Crash Course/008 Exercise Data Structures in Scala.mp4 139.57 MB
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.mp4 57.69 MB
03 Spark Basics and Simple Examples/011 Ratings Histogram Walkthrough.mp4 31.82 MB
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.mp4 58.48 MB
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.mp4 28.36 MB
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().mp4 49.2 MB
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.mp4 53.23 MB
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.mp4 25.28 MB
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.mp4 21.44 MB
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.mp4 93.4 MB
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.mp4 26.47 MB
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().mp4 38.69 MB
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.mp4 17.78 MB
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.mp4 73.39 MB
05 Running Spark on a Cluster/034 Introducing Amazon Elastic MapReduce.mp4 37.57 MB
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.mp4 34.67 MB
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.mp4 47.29 MB
06 SparkSQL DataFrames and DataSets/039 Introduction to SparkSQL.mp4 35.14 MB
06 SparkSQL DataFrames and DataSets/040 Activity Using SparkSQL.mp4 34.38 MB
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.mp4 35.65 MB
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.mp4 43.3 MB
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.mp4 50.7 MB
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.mp4 80.86 MB
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..mp4 60.31 MB
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 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..mp4 9.14 MB
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