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Udemy--apache-spark-with-scala-hands-on-with-big-data
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2019-11-9 22:33
2024-9-5 00:52
200
2.4 GB
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Udemy--apache-spark-with-scala-hands-on-with-big-data
文件列表
01 Getting Started/002 Introduction and Getting Set Up.mp4
50.94MB
01 Getting Started/003 Activity Create a Histogram of Real Movie Ratings with Spark.mp4
76MB
02 Scala Crash Course/004 Activity Scala Basics Part 1.mp4
61.53MB
02 Scala Crash Course/005 Exercise Scala Basics Part 2.mp4
79.11MB
02 Scala Crash Course/006 Exercise Flow Control in Scala.mp4
25.2MB
02 Scala Crash Course/007 Exercise Functions in Scala.mp4
32.19MB
02 Scala Crash Course/008 Exercise Data Structures in Scala.mp4
139.57MB
03 Spark Basics and Simple Examples/009 Introduction to Spark.mp4
44.11MB
03 Spark Basics and Simple Examples/010 The Resilient Distributed Dataset.mp4
57.69MB
03 Spark Basics and Simple Examples/011 Ratings Histogram Walkthrough.mp4
31.82MB
03 Spark Basics and Simple Examples/012 Spark Internals.mp4
21.98MB
03 Spark Basics and Simple Examples/013 Key Value RDDs and the Average Friends by Age example.mp4
58.48MB
03 Spark Basics and Simple Examples/014 Activity Running the Average Friends by Age Example.mp4
57.15MB
03 Spark Basics and Simple Examples/015 Filtering RDDs and the Minimum Temperature by Location Example.mp4
28.36MB
03 Spark Basics and Simple Examples/016 Activity Running the Minimum Temperature Example and Modifying it for Maximum.mp4
66.12MB
03 Spark Basics and Simple Examples/017 Activity Counting Word Occurrences using Flatmap().mp4
49.2MB
03 Spark Basics and Simple Examples/018 Activity Improving the Word Count Script with Regular Expressions.mp4
37.62MB
03 Spark Basics and Simple Examples/019 Activity Sorting the Word Count Results.mp4
53.23MB
03 Spark Basics and Simple Examples/020 Exercise Find the Total Amount Spent by Customer.mp4
24.51MB
03 Spark Basics and Simple Examples/021 Exercise Check your Results and Sort Them by Total Amount Spent.mp4
25.28MB
03 Spark Basics and Simple Examples/022 Check Your Results and Implementation Against Mine.mp4
20.67MB
04 Advanced Examples of Spark Programs/023 Activity Find the Most Popular Movie.mp4
21.44MB
04 Advanced Examples of Spark Programs/024 Activity Use Broadcast Variables to Display Movie Names.mp4
47.46MB
04 Advanced Examples of Spark Programs/025 Activity Find the Most Popular Superhero in a Social Graph.mp4
93.4MB
04 Advanced Examples of Spark Programs/026 Superhero Degrees of Separation Introducing Breadth-First Search.mp4
28.68MB
04 Advanced Examples of Spark Programs/027 Superhero Degrees of Separation Accumulators and Implementing BFS in Spark.mp4
26.47MB
04 Advanced Examples of Spark Programs/028 Superhero Degrees of Separation Review the code and run it.mp4
58.23MB
04 Advanced Examples of Spark Programs/029 Item-Based Collaborative Filtering in Spark cache() and persist().mp4
38.69MB
04 Advanced Examples of Spark Programs/030 Activity Running the Similar Movies Script using Sparks Cluster Manager.mp4
70.62MB
04 Advanced Examples of Spark Programs/031 Exercise Improve the Quality of Similar Movies.mp4
17.78MB
05 Running Spark on a Cluster/032 Activity Using spark-submit to run Spark driver scripts.mp4
38.26MB
05 Running Spark on a Cluster/033 Activity Packaging driver scripts with SBT.mp4
73.39MB
05 Running Spark on a Cluster/034 Introducing Amazon Elastic MapReduce.mp4
37.57MB
05 Running Spark on a Cluster/035 Creating Similar Movies from One Million Ratings on EMR.mp4
68.22MB
05 Running Spark on a Cluster/036 Partitioning.mp4
34.67MB
05 Running Spark on a Cluster/037 Best Practices for Running on a Cluster.mp4
29.86MB
05 Running Spark on a Cluster/038 Troubleshooting and Managing Dependencies.mp4
47.29MB
06 SparkSQL DataFrames and DataSets/039 Introduction to SparkSQL.mp4
35.14MB
06 SparkSQL DataFrames and DataSets/040 Activity Using SparkSQL.mp4
34.38MB
06 SparkSQL DataFrames and DataSets/041 Activity Using DataFrames and DataSets.mp4
29.06MB
06 SparkSQL DataFrames and DataSets/042 Activity Using DataSets instead of RDDs.mp4
35.65MB
07 Machine Learning with MLLib/043 Introducing MLLib.mp4
39.23MB
07 Machine Learning with MLLib/044 Activity Using MLLib to Produce Movie Recommendations.mp4
43.3MB
07 Machine Learning with MLLib/045 Activity Linear Regression with MLLib.mp4
62.18MB
07 Machine Learning with MLLib/046 Activity Using DataFrames with MLLib.mp4
50.7MB
08 Intro to Spark Streaming/047 Spark Streaming Overview.mp4
51.48MB
08 Intro to Spark Streaming/048 Activity Set up a Twitter Developer Account and Stream Tweets.mp4
80.86MB
08 Intro to Spark Streaming/049 Structured Streaming.mp4
19.12MB
09 Intro to GraphX/050 GraphX Pregel and Breadth-First-Search with Pregel..mp4
60.31MB
09 Intro to GraphX/051 Activity Superhero Degrees of Separation using GraphX.mp4
46.7MB
10 You Made It Where to Go from Here/052 Learning More and Career Tips.mp4
83.82MB
10 You Made It Where to Go from Here/053 Bonus Lecture Discounts on my other Big Data Data Science Courses..mp4
9.14MB
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