Download Udemy - Apache Spark 2 with Scala - Hands On with Big Data! [Course Drive] Torrent

Torrent Contents Size: 2.4 GB

Udemy - Apache Spark 2 with Scala - Hands On with Big Data! [Course Drive]

Course Downloaded from coursedrive.org.txt

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538 B

Udemy - Apache Spark with Scala Hands on With Big Data

01 Getting Started

001 Warning about Java 9.html	HTML	1.4 KB
002 GETTING-STARTED-installation-steps.txt	TXT	42 B
002 Installing-Spark-on-MacOS.txt	TXT	69 B
002 Introduction and Getting Set Up-en.srt	SRT	25.1 KB
002 Introduction and Getting Set Up.mp4	MP4	50.94 MB
002 JDK-install-site.txt	TXT	68 B
002 Scala-IDE-download-site.txt	TXT	23 B
002 Spark-download-site.txt	TXT	41 B
002 winutils.exe.txt	TXT	54 B
003 Activity Create a Histogram of Real Movie Ratings with Spark-en.srt	SRT	30.07 KB
003 Activity Create a Histogram of Real Movie Ratings with Spark.mp4	MP4	76 MB
003 Course-Materials.txt	TXT	42 B
003 MovieLens-data-set.txt	TXT	42 B
Must Read.txt	TXT	540 B
Visit Coursedrive.org.url	URL	124 B

02 Scala Crash Course

004 Activity Scala Basics Part 1-en.srt	SRT	22.19 KB
004 Activity Scala Basics Part 1.mp4	MP4	61.53 MB
004 LearningScala1.sc.txt	TXT	63 B
005 Exercise Scala Basics Part 2-en.srt	SRT	16.51 KB
005 Exercise Scala Basics Part 2.mp4	MP4	79.11 MB
006 Exercise Flow Control in Scala-en.srt	SRT	12.39 KB
006 Exercise Flow Control in Scala.mp4	MP4	25.2 MB
006 LearningScala2.sc.txt	TXT	63 B
007 Exercise Functions in Scala-en.srt	SRT	14.66 KB
007 Exercise Functions in Scala.mp4	MP4	32.19 MB
007 LearningScala3.sc.txt	TXT	63 B
008 Exercise Data Structures in Scala-en.srt	SRT	27.54 KB
008 Exercise Data Structures in Scala.mp4	MP4	139.57 MB
008 LearningScala4.sc.txt	TXT	63 B

03 Spark Basics and Simple Examples

009 Introduction to Spark-en.srt	SRT	15.42 KB
009 Introduction to Spark.mp4	MP4	44.11 MB
010 The Resilient Distributed Dataset-en.srt	SRT	19.39 KB
010 The Resilient Distributed Dataset.mp4	MP4	57.69 MB
011 Ratings Histogram Walkthrough-en.srt	SRT	13.1 KB
011 Ratings Histogram Walkthrough.mp4	MP4	31.82 MB
012 Spark Internals-en.srt	SRT	8.3 KB
012 Spark Internals.mp4	MP4	21.98 MB
013 Key Value RDDs and the Average Friends by Age example-en.srt	SRT	21.22 KB
013 Key Value RDDs and the Average Friends by Age example.mp4	MP4	58.48 MB
014 Activity Running the Average Friends by Age Example-en.srt	SRT	12.43 KB
014 Activity Running the Average Friends by Age Example.mp4	MP4	57.15 MB
015 Filtering RDDs and the Minimum Temperature by Location Example-en.srt	SRT	11.33 KB
015 Filtering RDDs and the Minimum Temperature by Location Example.mp4	MP4	28.36 MB
016 Activity Running the Minimum Temperature Example and Modifying it for Maximum-en.srt	SRT	16.11 KB
016 Activity Running the Minimum Temperature Example and Modifying it for Maximum.mp4	MP4	66.12 MB
017 Activity Counting Word Occurrences using Flatmap()-en.srt	SRT	14.34 KB
017 Activity Counting Word Occurrences using Flatmap().mp4	MP4	49.2 MB
018 Activity Improving the Word Count Script with Regular Expressions-en.srt	SRT	11.16 KB
018 Activity Improving the Word Count Script with Regular Expressions.mp4	MP4	37.62 MB
019 Activity Sorting the Word Count Results-en.srt	SRT	13.69 KB
019 Activity Sorting the Word Count Results.mp4	MP4	53.23 MB
020 Exercise Find the Total Amount Spent by Customer-en.srt	SRT	5.9 KB
020 Exercise Find the Total Amount Spent by Customer.mp4	MP4	24.51 MB
021 Exercise Check your Results and Sort Them by Total Amount Spent-en.srt	SRT	7.34 KB
021 Exercise Check your Results and Sort Them by Total Amount Spent.mp4	MP4	25.28 MB
022 Check Your Results and Implementation Against Mine-en.srt	SRT	5.4 KB
022 Check Your Results and Implementation Against Mine.mp4	MP4	20.67 MB

04 Advanced Examples of Spark Programs

023 Activity Find the Most Popular Movie-en.srt	SRT	7.25 KB
023 Activity Find the Most Popular Movie.mp4	MP4	21.44 MB
024 Activity Use Broadcast Variables to Display Movie Names-en.srt	SRT	14.48 KB
024 Activity Use Broadcast Variables to Display Movie Names.mp4	MP4	47.46 MB
025 Activity Find the Most Popular Superhero in a Social Graph-en.srt	SRT	24.02 KB
025 Activity Find the Most Popular Superhero in a Social Graph.mp4	MP4	93.4 MB
026 Superhero Degrees of Separation Introducing Breadth-First Search-en.srt	SRT	12.55 KB
026 Superhero Degrees of Separation Introducing Breadth-First Search.mp4	MP4	28.68 MB
027 Superhero Degrees of Separation Accumulators and Implementing BFS in Spark-en.srt	SRT	10.12 KB
027 Superhero Degrees of Separation Accumulators and Implementing BFS in Spark.mp4	MP4	26.47 MB
028 Superhero Degrees of Separation Review the code and run it-en.srt	SRT	17.67 KB
028 Superhero Degrees of Separation Review the code and run it.mp4	MP4	58.23 MB
029 Item-Based Collaborative Filtering in Spark cache() and persist()-en.srt	SRT	14.5 KB
029 Item-Based Collaborative Filtering in Spark cache() and persist().mp4	MP4	38.69 MB
030 Activity Running the Similar Movies Script using Sparks Cluster Manager-en.srt	SRT	23.75 KB
030 Activity Running the Similar Movies Script using Sparks Cluster Manager.mp4	MP4	70.62 MB
031 Exercise Improve the Quality of Similar Movies-en.srt	SRT	5.15 KB
031 Exercise Improve the Quality of Similar Movies.mp4	MP4	17.78 MB
ReadMe.txt	TXT	538 B
Visit Coursedrive.org.url	URL	124 B

05 Running Spark on a Cluster

032 Activity Using spark-submit to run Spark driver scripts-en.srt	SRT	11.59 KB
032 Activity Using spark-submit to run Spark driver scripts.mp4	MP4	38.26 MB
033 Activity Packaging driver scripts with SBT-en.srt	SRT	23.97 KB
033 Activity Packaging driver scripts with SBT.mp4	MP4	73.39 MB
034 Introducing Amazon Elastic MapReduce-en.srt	SRT	13.05 KB
034 Introducing Amazon Elastic MapReduce.mp4	MP4	37.57 MB
035 Amazon-Web-Services-website.txt	TXT	25 B
035 Creating Similar Movies from One Million Ratings on EMR-en.srt	SRT	20.44 KB
035 Creating Similar Movies from One Million Ratings on EMR.mp4	MP4	68.22 MB
036 Partitioning-en.srt	SRT	9.32 KB
036 Partitioning.mp4	MP4	34.67 MB
037 Best Practices for Running on a Cluster-en.srt	SRT	9.88 KB
037 Best Practices for Running on a Cluster.mp4	MP4	29.86 MB
038 Troubleshooting and Managing Dependencies-en.srt	SRT	16.08 KB
038 Troubleshooting and Managing Dependencies.mp4	MP4	47.29 MB

06 SparkSQL DataFrames and DataSets

039 Introduction to SparkSQL-en.srt	SRT	12.49 KB
039 Introduction to SparkSQL.mp4	MP4	35.14 MB
040 Activity Using SparkSQL-en.srt	SRT	11.71 KB
040 Activity Using SparkSQL.mp4	MP4	34.38 MB
041 Activity Using DataFrames and DataSets-en.srt	SRT	11.28 KB
041 Activity Using DataFrames and DataSets.mp4	MP4	29.06 MB
042 Activity Using DataSets instead of RDDs-en.srt	SRT	12.42 KB
042 Activity Using DataSets instead of RDDs.mp4	MP4	35.65 MB

07 Machine Learning with MLLib

043 Introducing MLLib-en.srt	SRT	13.35 KB
043 Introducing MLLib.mp4	MP4	39.23 MB
044 Activity Using MLLib to Produce Movie Recommendations-en.srt	SRT	13.12 KB
044 Activity Using MLLib to Produce Movie Recommendations.mp4	MP4	43.3 MB
045 Activity Linear Regression with MLLib-en.srt	SRT	20.12 KB
045 Activity Linear Regression with MLLib.mp4	MP4	62.18 MB
046 Activity Using DataFrames with MLLib-en.srt	SRT	17.15 KB
046 Activity Using DataFrames with MLLib.mp4	MP4	50.7 MB
ReadMe.txt	TXT	538 B
Visit Coursedrive.org.url	URL	124 B

08 Intro to Spark Streaming

047 Spark Streaming Overview-en.srt	SRT	18.27 KB
047 Spark Streaming Overview.mp4	MP4	51.48 MB
048 Activity Set up a Twitter Developer Account and Stream Tweets-en.srt	SRT	21.24 KB
048 Activity Set up a Twitter Developer Account and Stream Tweets.mp4	MP4	80.86 MB
048 Twitter-application-management.txt	TXT	27 B
049 Structured Streaming-en.srt	SRT	7.06 KB
049 Structured Streaming.mp4	MP4	19.12 MB

09 Intro to GraphX

050 GraphX Pregel and Breadth-First-Search with Pregel.-en.srt	SRT	18.08 KB
050 GraphX Pregel and Breadth-First-Search with Pregel..mp4	MP4	60.31 MB
051 Activity Superhero Degrees of Separation using GraphX-en.srt	SRT	15.25 KB
051 Activity Superhero Degrees of Separation using GraphX.mp4	MP4	46.7 MB

10 You Made It Where to Go from Here

052 Apache-Spark-website.txt	TXT	26 B
052 Learning More and Career Tips-en.srt	SRT	7.69 KB
052 Learning More and Career Tips.mp4	MP4	83.82 MB
053 Bonus Lecture Discounts on my other Big Data Data Science Courses.-en.srt	SRT	3.56 KB
053 Bonus Lecture Discounts on my other Big Data Data Science Courses..mp4	MP4	9.14 MB
053 My-website-.txt	TXT	34 B
ReadMe.txt	TXT	538 B
Visit Coursedrive.org.url	URL	124 B

ReadMe.txt

TXT

538 B

Visit Coursedrive.org.url

URL

124 B

Visit Coursedrive.org.url

URL

124 B

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Udemy - Apache Spark 2 with Scala - Hands On with Big Data! [Course Drive]

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