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

Torrent Contents Size: 6.4 GB

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

1. Getting Started

1. Tip Apply for a Twitter Developer Account now!.html	HTML	1.38 KB
2. Udemy 101 Getting the Most From This Course.mp4	MP4	19.71 MB
2. Udemy 101 Getting the Most From This Course.srt	SRT	4.04 KB
3. Introduction, and Getting Set Up.mp4	MP4	184.12 MB
3. Introduction, and Getting Set Up.srt	SRT	27.81 KB
3.1 JDK install site.html	HTML	127 B
3.2 winutils.exe.html	HTML	113 B
3.3 Installing Spark on MacOS.html	HTML	128 B
3.4 Scala IDE download site.html	HTML	82 B
3.5 Spark download site.html	HTML	100 B
4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.mp4	MP4	119.26 MB
4. [Activity] Create a Histogram of Real Movie Ratings with Spark!.srt	SRT	23.71 KB
4.1 MovieLens data set.html	HTML	101 B
4.2 Course Materials.html	HTML	115 B

10. You Made It! Where to Go from Here

1. Learning More, and Career Tips.mp4	MP4	94.06 MB
1. Learning More, and Career Tips.srt	SRT	7.69 KB
1.1 Apache Spark website.html	HTML	85 B
2. Bonus Lecture More courses to explore!.html	HTML	7.26 KB

2. Scala Crash Course [Optional]

1. [Activity] Scala Basics, Part 1.mp4	MP4	224.6 MB
1. [Activity] Scala Basics, Part 1.srt	SRT	22.19 KB
1.1 LearningScala1.sc.html	HTML	122 B
2. [Exercise] Scala Basics, Part 2.mp4	MP4	155.14 MB
2. [Exercise] Scala Basics, Part 2.srt	SRT	16.51 KB
3. [Exercise] Flow Control in Scala.mp4	MP4	83.08 MB
3. [Exercise] Flow Control in Scala.srt	SRT	12.39 KB
3.1 LearningScala2.sc.html	HTML	122 B
4. [Exercise] Functions in Scala.mp4	MP4	121.75 MB
4. [Exercise] Functions in Scala.srt	SRT	14.65 KB
4.1 LearningScala3.sc.html	HTML	122 B
5. [Exercise] Data Structures in Scala.mp4	MP4	251.13 MB
5. [Exercise] Data Structures in Scala.srt	SRT	27.54 KB
5.1 LearningScala4.sc.html	HTML	122 B

3. Spark Basics and Simple Examples

1. Introduction to Spark.mp4	MP4	150.82 MB
1. Introduction to Spark.srt	SRT	15.42 KB
10. [Activity] Improving the Word Count Script with Regular Expressions.mp4	MP4	104.09 MB
10. [Activity] Improving the Word Count Script with Regular Expressions.srt	SRT	11.15 KB
11. [Activity] Sorting the Word Count Results.mp4	MP4	138.43 MB
11. [Activity] Sorting the Word Count Results.srt	SRT	13.69 KB
12. [Exercise] Find the Total Amount Spent by Customer.mp4	MP4	66.38 MB
12. [Exercise] Find the Total Amount Spent by Customer.srt	SRT	5.9 KB
13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.mp4	MP4	69.21 MB
13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.srt	SRT	7.34 KB
14. Check Your Results and Implementation Against Mine.mp4	MP4	54.22 MB
14. Check Your Results and Implementation Against Mine.srt	SRT	5.4 KB
2. The Resilient Distributed Dataset.mp4	MP4	198.63 MB
2. The Resilient Distributed Dataset.srt	SRT	19.39 KB
3. Ratings Histogram Walkthrough.mp4	MP4	116.66 MB
3. Ratings Histogram Walkthrough.srt	SRT	13.1 KB
4. Spark Internals.mp4	MP4	83.83 MB
4. Spark Internals.srt	SRT	8.3 KB
5. Key Value RDD's, and the Average Friends by Age example.mp4	MP4	208.45 MB
5. Key Value RDD's, and the Average Friends by Age example.srt	SRT	21.22 KB
6. [Activity] Running the Average Friends by Age Example.mp4	MP4	134.39 MB
6. [Activity] Running the Average Friends by Age Example.srt	SRT	12.43 KB
7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4	MP4	107.95 MB
7. Filtering RDD's, and the Minimum Temperature by Location Example.srt	SRT	11.33 KB
8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4	MP4	165.96 MB
8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.srt	SRT	16.11 KB
9. [Activity] Counting Word Occurrences using Flatmap().mp4	MP4	146.12 MB
9. [Activity] Counting Word Occurrences using Flatmap().srt	SRT	14.34 KB

4. Advanced Examples of Spark Programs

1. [Activity] Find the Most Popular Movie.mp4	MP4	66.14 MB
1. [Activity] Find the Most Popular Movie.srt	SRT	7.25 KB
2. [Activity] Use Broadcast Variables to Display Movie Names.mp4	MP4	146.4 MB
2. [Activity] Use Broadcast Variables to Display Movie Names.srt	SRT	14.47 KB
3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4	MP4	249.09 MB
3. [Activity] Find the Most Popular Superhero in a Social Graph.srt	SRT	24.02 KB
4. Superhero Degrees of Separation Introducing Breadth-First Search.mp4	MP4	101.79 MB
4. Superhero Degrees of Separation Introducing Breadth-First Search.srt	SRT	12.55 KB
5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4	MP4	94.21 MB
5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.srt	SRT	10.11 KB
6. Superhero Degrees of Separation Review the code, and run it!.mp4	MP4	165.95 MB
6. Superhero Degrees of Separation Review the code, and run it!.srt	SRT	17.67 KB
7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4	MP4	140.59 MB
7. Item-Based Collaborative Filtering in Spark, cache(), and persist().srt	SRT	14.49 KB
8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4	MP4	211.49 MB
8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.srt	SRT	23.75 KB
9. [Exercise] Improve the Quality of Similar Movies.mp4	MP4	55.56 MB
9. [Exercise] Improve the Quality of Similar Movies.srt	SRT	5.14 KB

5. Running Spark on a Cluster

1. [Activity] Using spark-submit to run Spark driver scripts.mp4	MP4	115.83 MB
1. [Activity] Using spark-submit to run Spark driver scripts.srt	SRT	11.59 KB
2. [Activity] Packaging driver scripts with SBT.mp4	MP4	100.5 MB
2. [Activity] Packaging driver scripts with SBT.srt	SRT	21.56 KB
3. Introducing Amazon Elastic MapReduce.mp4	MP4	131.99 MB
3. Introducing Amazon Elastic MapReduce.srt	SRT	13.05 KB
4. Creating Similar Movies from One Million Ratings on EMR.mp4	MP4	135.95 MB
4. Creating Similar Movies from One Million Ratings on EMR.srt	SRT	20.43 KB
4.1 Amazon Web Services website.html	HTML	84 B
5. Partitioning.mp4	MP4	99.42 MB
5. Partitioning.srt	SRT	9.32 KB
6. Best Practices for Running on a Cluster.mp4	MP4	102.04 MB
6. Best Practices for Running on a Cluster.srt	SRT	9.88 KB
7. Troubleshooting, and Managing Dependencies.mp4	MP4	152.76 MB
7. Troubleshooting, and Managing Dependencies.srt	SRT	16.08 KB

6. SparkSQL, DataFrames, and DataSets

1. Introduction to SparkSQL.mp4	MP4	130.19 MB
1. Introduction to SparkSQL.srt	SRT	12.48 KB
2. [Activity] Using SparkSQL.mp4	MP4	105.84 MB
2. [Activity] Using SparkSQL.srt	SRT	11.71 KB
3. [Activity] Using DataFrames and DataSets.mp4	MP4	97.33 MB
3. [Activity] Using DataFrames and DataSets.srt	SRT	11.28 KB
4. [Activity] Using DataSets instead of RDD's.mp4	MP4	120.16 MB
4. [Activity] Using DataSets instead of RDD's.srt	SRT	12.42 KB

7. Machine Learning with MLLib

1. Introducing MLLib.mp4	MP4	52.96 MB
1. Introducing MLLib.srt	SRT	17 KB
2. If you have trouble running the following activity....html	HTML	1.19 KB
3. [Activity] Using MLLib to Produce Movie Recommendations.mp4	MP4	129.89 MB
3. [Activity] Using MLLib to Produce Movie Recommendations.srt	SRT	26.89 KB
4. [Activity] Linear Regression with MLLib.mp4	MP4	36.35 MB
4. [Activity] Linear Regression with MLLib.srt	SRT	11.43 KB
5. [Activity] Using DataFrames with MLLib.mp4	MP4	108.15 MB
5. [Activity] Using DataFrames with MLLib.srt	SRT	15.34 KB

8. Intro to Spark Streaming

1. Spark Streaming Overview.mp4	MP4	179.24 MB
1. Spark Streaming Overview.srt	SRT	18.27 KB
2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.mp4	MP4	159.94 MB
2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.srt	SRT	23.56 KB
2.1 Twitter application management.html	HTML	86 B
3. Structured Streaming.mp4	MP4	29.76 MB
3. Structured Streaming.srt	SRT	7.67 KB

9. Intro to GraphX

1. GraphX, Pregel, and Breadth-First-Search with Pregel..mp4	MP4	199.53 MB
1. GraphX, Pregel, and Breadth-First-Search with Pregel..srt	SRT	18.08 KB
2. [Activity] Superhero Degrees of Separation using GraphX.mp4	MP4	140.1 MB
2. [Activity] Superhero Degrees of Separation using GraphX.srt	SRT	15.25 KB

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

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