File | Size |
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01. Getting Started/1. Tip Apply for a Twitter Developer Account now!.html | 1.38 kB |
01. Getting Started/2. Udemy 101 Getting the Most From This Course.mp4 | 19.71 MB |
01. Getting Started/2. Udemy 101 Getting the Most From This Course.vtt | 3.56 kB |
01. Getting Started/3. Warning about Java 11 and Spark 2.4!.html | 990.00 B |
01. Getting Started/4. Introduction, and Getting Set Up.mp4 | 231.09 MB |
01. Getting Started/4. Introduction, and Getting Set Up.vtt | 27.99 kB |
01. Getting Started/4.1 Scala IDE download site.html | 82.00 B |
01. Getting Started/4.2 GETTING STARTED - installation steps.html | 101.00 B |
01. Getting Started/4.3 Spark download site.html | 100.00 B |
01. Getting Started/4.4 JDK install site.html | 127.00 B |
01. Getting Started/4.5 winutils.exe.html | 113.00 B |
01. Getting Started/4.6 Installing Spark on MacOS.html | 128.00 B |
01. Getting Started/5. [Activity] Create a Histogram of Real Movie Ratings with Spark!.mp4 | 259.49 MB |
01. Getting Started/5. [Activity] Create a Histogram of Real Movie Ratings with Spark!.vtt | 28.62 kB |
01. Getting Started/5.1 Course Materials.html | 115.00 B |
01. Getting Started/5.2 MovieLens data set.html | 101.00 B |
02. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.mp4 | 224.60 MB |
02. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.vtt | 20.41 kB |
02. Scala Crash Course [Optional]/1.1 LearningScala1.sc.html | 122.00 B |
02. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.mp4 | 155.14 MB |
02. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.vtt | 15.23 kB |
02. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.mp4 | 83.09 MB |
02. Scala Crash Course [Optional]/3. [Exercise] Flow Control in Scala.vtt | 11.08 kB |
02. Scala Crash Course [Optional]/3.1 LearningScala2.sc.html | 122.00 B |
02. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.mp4 | 121.75 MB |
02. Scala Crash Course [Optional]/4. [Exercise] Functions in Scala.vtt | 13.52 kB |
02. Scala Crash Course [Optional]/4.1 LearningScala3.sc.html | 122.00 B |
02. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.mp4 | 251.14 MB |
02. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.vtt | 25.37 kB |
02. Scala Crash Course [Optional]/5.1 LearningScala4.sc.html | 122.00 B |
03. Spark Basics and Simple Examples/1. Introduction to Spark.mp4 | 150.83 MB |
03. Spark Basics and Simple Examples/1. Introduction to Spark.vtt | 13.89 kB |
03. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.mp4 | 104.09 MB |
03. Spark Basics and Simple Examples/10. [Activity] Improving the Word Count Script with Regular Expressions.vtt | 104.11 MB |
03. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.mp4 | 138.44 MB |
03. Spark Basics and Simple Examples/11. [Activity] Sorting the Word Count Results.vtt | 12.28 kB |
03. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.mp4 | 66.37 MB |
03. Spark Basics and Simple Examples/12. [Exercise] Find the Total Amount Spent by Customer.vtt | 5.34 kB |
03. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.mp4 | 69.22 MB |
03. Spark Basics and Simple Examples/13. [Exercise] Check your Results, and Sort Them by Total Amount Spent.vtt | 6.58 kB |
03. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.mp4 | 54.23 MB |
03. Spark Basics and Simple Examples/14. Check Your Results and Implementation Against Mine.vtt | 4.87 kB |
03. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.mp4 | 198.63 MB |
03. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.vtt | 17.47 kB |
03. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.mp4 | 116.66 MB |
03. Spark Basics and Simple Examples/3. Ratings Histogram Walkthrough.vtt | 11.75 kB |
03. Spark Basics and Simple Examples/4. Spark Internals.mp4 | 83.83 MB |
03. Spark Basics and Simple Examples/4. Spark Internals.vtt | 7.50 kB |
03. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.mp4 | 208.46 MB |
03. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.vtt | 18.94 kB |
03. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.mp4 | 134.39 MB |
03. Spark Basics and Simple Examples/6. [Activity] Running the Average Friends by Age Example.vtt | 11.14 kB |
03. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.mp4 | 107.95 MB |
03. Spark Basics and Simple Examples/7. Filtering RDD's, and the Minimum Temperature by Location Example.vtt | 10.22 kB |
03. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4 | 165.97 MB |
03. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.vtt | 14.38 kB |
03. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().mp4 | 146.13 MB |
03. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().vtt | 12.93 kB |
04. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.mp4 | 66.15 MB |
04. Advanced Examples of Spark Programs/1. [Activity] Find the Most Popular Movie.vtt | 6.49 kB |
04. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.mp4 | 146.41 MB |
04. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.vtt | 12.96 kB |
04. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4 | 249.09 MB |
04. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.vtt | 21.48 kB |
04. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.mp4 | 101.80 MB |
04. Advanced Examples of Spark Programs/4. Superhero Degrees of Separation Introducing Breadth-First Search.vtt | 11.22 kB |
04. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.mp4 | 94.22 MB |
04. Advanced Examples of Spark Programs/5. Superhero Degrees of Separation Accumulators, and Implementing BFS in Spark.vtt | 9.15 kB |
04. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.mp4 | 165.96 MB |
04. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.vtt | 15.83 kB |
04. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 | 140.59 MB |
04. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().vtt | 13.44 kB |
04. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 | 211.50 MB |
04. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.vtt | 21.25 kB |
04. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.mp4 | 55.56 MB |
04. Advanced Examples of Spark Programs/9. [Exercise] Improve the Quality of Similar Movies.vtt | 4.65 kB |
05. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.mp4 | 115.83 MB |
05. Running Spark on a Cluster/1. [Activity] Using spark-submit to run Spark driver scripts.vtt | 10.49 kB |
05. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.mp4 | 223.39 MB |
05. Running Spark on a Cluster/2. [Activity] Packaging driver scripts with SBT.vtt | 21.46 kB |
05. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.mp4 | 131.99 MB |
05. Running Spark on a Cluster/3. Introducing Amazon Elastic MapReduce.vtt | 11.74 kB |
05. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.mp4 | 192.67 MB |
05. Running Spark on a Cluster/4. Creating Similar Movies from One Million Ratings on EMR.vtt | 18.85 kB |
05. Running Spark on a Cluster/4.1 Amazon Web Services website.html | 84.00 B |
05. Running Spark on a Cluster/5. Partitioning.mp4 | 99.43 MB |
05. Running Spark on a Cluster/5. Partitioning.vtt | 8.41 kB |
05. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.mp4 | 102.05 MB |
05. Running Spark on a Cluster/6. Best Practices for Running on a Cluster.vtt | 8.95 kB |
05. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.mp4 | 152.76 MB |
05. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.vtt | 14.90 kB |
06. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.mp4 | 130.20 MB |
06. SparkSQL, DataFrames, and DataSets/1. Introduction to SparkSQL.vtt | 11.24 kB |
06. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.mp4 | 105.85 MB |
06. SparkSQL, DataFrames, and DataSets/2. [Activity] Using SparkSQL.vtt | 10.50 kB |
06. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.mp4 | 97.33 MB |
06. SparkSQL, DataFrames, and DataSets/3. [Activity] Using DataFrames and DataSets.vtt | 10.10 kB |
06. SparkSQL, DataFrames, and DataSets/4. [Activity] Using DataSets instead of RDD's.mp4 | 120.16 MB |
06. SparkSQL, DataFrames, and DataSets/4. [Activity] Using DataSets instead of RDD's.vtt | 11.51 kB |
07. Machine Learning with MLLib/1. Introducing MLLib.mp4 | 138.68 MB |
07. Machine Learning with MLLib/1. Introducing MLLib.vtt | 12.04 kB |
07. Machine Learning with MLLib/2. [Activity] Using MLLib to Produce Movie Recommendations.mp4 | 127.55 MB |
07. Machine Learning with MLLib/2. [Activity] Using MLLib to Produce Movie Recommendations.vtt | 11.82 kB |
07. Machine Learning with MLLib/3. [Activity] Linear Regression with MLLib.mp4 | 190.75 MB |
07. Machine Learning with MLLib/3. [Activity] Linear Regression with MLLib.vtt | 18.07 kB |
07. Machine Learning with MLLib/4. [Activity] Using DataFrames with MLLib.mp4 | 162.58 MB |
07. Machine Learning with MLLib/4. [Activity] Using DataFrames with MLLib.vtt | 15.89 kB |
08. Intro to Spark Streaming/1. Spark Streaming Overview.mp4 | 179.24 MB |
08. Intro to Spark Streaming/1. Spark Streaming Overview.vtt | 179.25 MB |
08. Intro to Spark Streaming/2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.mp4 | 190.46 MB |
08. Intro to Spark Streaming/2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.vtt | 19.02 kB |
08. Intro to Spark Streaming/2.1 Twitter application management.html | 86.00 B |
08. Intro to Spark Streaming/3. Structured Streaming.mp4 | 70.14 MB |
08. Intro to Spark Streaming/3. Structured Streaming.vtt | 6.36 kB |
09. Intro to GraphX/1. GraphX, Pregel, and Breadth-First-Search with Pregel..mp4 | 199.54 MB |
09. Intro to GraphX/1. GraphX, Pregel, and Breadth-First-Search with Pregel..vtt | 16.75 kB |
09. Intro to GraphX/2. [Activity] Superhero Degrees of Separation using GraphX.mp4 | 140.11 MB |
09. Intro to GraphX/2. [Activity] Superhero Degrees of Separation using GraphX.vtt | 13.72 kB |
10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.mp4 | 94.07 MB |
10. You Made It! Where to Go from Here/1. Learning More, and Career Tips.vtt | 7.01 kB |
10. You Made It! Where to Go from Here/1.1 Apache Spark website.html | 85.00 B |
10. You Made It! Where to Go from Here/2. Bonus Lecture Discounts on my other Big Data Data Science Courses..mp4 | 7.39 MB |
10. You Made It! Where to Go from Here/2. Bonus Lecture Discounts on my other Big Data Data Science Courses..vtt | 1.84 kB |
10. You Made It! Where to Go from Here/2.1 My website!.html | 93.00 B |
Udemy Course downloader.txt | 94.00 B |
udemycoursedownloader.com.url | 132.00 B |