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[ FreeCourseWeb ] Udemy - Apache Spark 2.0 + Scala - DO Big Data Analytics & ML
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[ FreeCourseWeb ] Udemy - Apache Spark 2.0 + Scala - DO Big Data Analytics & ML
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文件列表
1. Kick-start your learning/scala-spark-bda/target/v2maestros-spark-bda-0.0.1-SNAPSHOT-jar-with-dependencies.jar
144.7 MB
6. Machine Learning with Spark/6. train Linear Regression Use Case.mp4
56.0 MB
7. APPLY - Your Course Challenge Project/3. Final Solution Review - We did it !.mp4
51.2 MB
6. Machine Learning with Spark/8. train Decision Trees Use Case.mp4
43.2 MB
4. Spark SQL/2. train SQL Data Frames.mp4
41.5 MB
6. Machine Learning with Spark/11. train Random Forests and PCA Use Case.mp4
37.5 MB
3. Spark Programming with Scala/2. train Loading and Storing Data.mp4
37.0 MB
6. Machine Learning with Spark/13. Naive Bayes Classification.mp4
35.8 MB
2. Introduction to Apache Spark/2. train Setup your Spark Scala Environment.mp4
35.3 MB
6. Machine Learning with Spark/5. Linear Regression - Fit to a line.mp4
34.6 MB
3. Spark Programming with Scala/5. train Transformations.mp4
32.0 MB
6. Machine Learning with Spark/2. Types of Machine Learning.mp4
30.5 MB
6. Machine Learning with Spark/14. train Naive Bayes and Text Pre-Processing Use Case.mp4
30.0 MB
2. Introduction to Apache Spark/3. train Run your First Spark Scala Program.mp4
28.4 MB
6. Machine Learning with Spark/12. Text Pre-processing with TF-IDF.mp4
27.2 MB
6. Machine Learning with Spark/3. Analyzing Results and Errors.mp4
25.0 MB
5. Spark Streaming/3. train Spark Streaming.mp4
24.3 MB
6. Machine Learning with Spark/17. Recommendation Engines.mp4
21.6 MB
6. Machine Learning with Spark/15. K-Means Clustering.mp4
21.6 MB
6. Machine Learning with Spark/16. train K-Means Clustering Use Case.mp4
21.5 MB
6. Machine Learning with Spark/1. Types of Analytics - Simple to Predictive.mp4
21.4 MB
2. Introduction to Apache Spark/6. Spark Architecture - How it all works.mp4
19.6 MB
6. Machine Learning with Spark/7. Decision Trees Classifications.mp4
19.3 MB
6. Machine Learning with Spark/10. Random Forests Classification.mp4
18.7 MB
3. Spark Programming with Scala/13. Advanced Spark.mp4
18.6 MB
3. Spark Programming with Scala/11. train Key-value RDDs.mp4
17.9 MB
3. Spark Programming with Scala/14. train Advanced Spark - Enhanced Capabilities.mp4
17.1 MB
3. Spark Programming with Scala/4. Transformations - Change how data looks.mp4
17.0 MB
3. Spark Programming with Scala/8. train Actions.mp4
16.7 MB
3. Spark Programming with Scala/16. Connecting to Spark on a different Cluster.mp4
16.1 MB
3. Spark Programming with Scala/1. Loading and Storing Data.mp4
15.4 MB
3. Spark Programming with Scala/7. Actions - Extract Insights from Data.mp4
14.9 MB
2. Introduction to Apache Spark/1. Start your Spark Engines.mp4
14.1 MB
6. Machine Learning with Spark/4. Spark ML Concepts - new Data Types.mp4
14.1 MB
4. Spark SQL/1. Spark SQL Data Frames - the new Era.mp4
13.9 MB
6. Machine Learning with Spark/9. Principal Component Analysis.mp4
13.1 MB
5. Spark Streaming/2. Spark Streaming Architecture - How it works.mp4
12.7 MB
6. Machine Learning with Spark/18. train Recommendation Engines Use Case.mp4
11.6 MB
4. Spark SQL/5. train Temp Tables Views.mp4
11.3 MB
2. Introduction to Apache Spark/4. Apache Spark eco-system.mp4
10.5 MB
2. Introduction to Apache Spark/5. RDD The foundation of Spark.mp4
9.5 MB
5. Spark Streaming/1. Spark Streaming - Real time Data Processing.mp4
9.2 MB
1. Kick-start your learning/3. Your Course Guide - Pathway to Success !.mp4
8.9 MB
3. Spark Programming with Scala/10. Key-Value RDDs.mp4
7.6 MB
2. Introduction to Apache Spark/7. Spark Project Work Flow - How it gets done.mp4
6.9 MB
1. Kick-start your learning/2. Your Learning Process - Learn, Train, Practice and Apply.mp4
6.4 MB
1. Kick-start your learning/1. Meet Your Mentor.mp4
6.3 MB
4. Spark SQL/4. Temp Tables Views - Easy Querying.mp4
4.8 MB
8. Conclusion/1. Closing Remarks.mp4
2.4 MB
1. Kick-start your learning/4.2 Course Slideware.pdf.pdf
1.1 MB
7. APPLY - Your Course Challenge Project/1.1 Spark Scala Course APPLY Project Problem Statement.pdf.pdf
572.9 kB
7. APPLY - Your Course Challenge Project/2.1 Spark Scala Course APPLY Project Solution Guide Hints.pdf.pdf
373.8 kB
1. Kick-start your learning/scala-spark-bda/cache-main
313.3 kB
1. Kick-start your learning/scala-spark-bda/target/v2maestros-spark-bda-0.0.1-SNAPSHOT.jar
168.5 kB
1. Kick-start your learning/scala-spark-bda/data-files/SMSSpamCollection.csv
122.2 kB
1. Kick-start your learning/scala-spark-bda/data-files/credit-card-default-1000.csv
94.5 kB
6. Machine Learning with Spark/6. train Linear Regression Use Case.mp4.jpg
94.0 kB
2. Introduction to Apache Spark/2. train Setup your Spark Scala Environment.mp4.jpg
75.3 kB
1. Kick-start your learning/scala-spark-bda/data-files/bank.csv
55.5 kB
1. Kick-start your learning/scala-spark-bda/data-files/sms_spam_short.csv
44.3 kB
1. Kick-start your learning/scala-spark-bda/cache-tests
41.8 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ListSuite.class
38.4 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/apply/CreditCardDefaultersSolution$.class
26.3 kB
6. Machine Learning with Spark/13. Naive Bayes Classification.vtt
25.2 kB
6. Machine Learning with Spark/5. Linear Regression - Fit to a line.vtt
23.4 kB
6. Machine Learning with Spark/2. Types of Machine Learning.vtt
21.2 kB
6. Machine Learning with Spark/6. train Linear Regression Use Case.vtt
20.5 kB
7. APPLY - Your Course Challenge Project/3. Final Solution Review - We did it !.vtt
18.3 kB
4. Spark SQL/2. train SQL Data Frames.vtt
18.3 kB
6. Machine Learning with Spark/12. Text Pre-processing with TF-IDF.vtt
18.3 kB
6. Machine Learning with Spark/3. Analyzing Results and Errors.vtt
17.4 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRandomForests$.class
17.3 kB
1. Kick-start your learning/scala-spark-bda/data-files/auto-miles-per-gallon.csv
17.3 kB
6. Machine Learning with Spark/8. train Decision Trees Use Case.vtt
17.1 kB
2. Introduction to Apache Spark/2. train Setup your Spark Scala Environment.vtt
16.1 kB
6. Machine Learning with Spark/17. Recommendation Engines.vtt
16.1 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlDecisionTrees$.class
15.9 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/StackSuite.class
15.6 kB
3. Spark Programming with Scala/2. train Loading and Storing Data.vtt
15.1 kB
6. Machine Learning with Spark/15. K-Means Clustering.vtt
15.1 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlLinearRegression$.class
14.8 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlKMeansClustering$.class
14.4 kB
6. Machine Learning with Spark/10. Random Forests Classification.vtt
14.2 kB
6. Machine Learning with Spark/1. Types of Analytics - Simple to Predictive.vtt
14.2 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkOperationsDemo$.class
13.6 kB
3. Spark Programming with Scala/5. train Transformations.vtt
13.5 kB
6. Machine Learning with Spark/7. Decision Trees Classifications.vtt
13.5 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlNaiveBayes$.class
13.0 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/apply/CreditCardDefaultersSolution.scala
12.9 kB
2. Introduction to Apache Spark/6. Spark Architecture - How it all works.vtt
12.9 kB
2. Introduction to Apache Spark/3. train Run your First Spark Scala Program.vtt
12.6 kB
6. Machine Learning with Spark/11. train Random Forests and PCA Use Case.vtt
12.6 kB
3. Spark Programming with Scala/13. Advanced Spark.vtt
12.2 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkSQLDemo$.class
12.1 kB
3. Spark Programming with Scala/4. Transformations - Change how data looks.vtt
11.9 kB
1. Kick-start your learning/scala-spark-bda/data-files/auto-data.csv
11.5 kB
5. Spark Streaming/3. train Spark Streaming.vtt
11.3 kB
3. Spark Programming with Scala/1. Loading and Storing Data.vtt
10.8 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRecommendations$.class
10.5 kB
6. Machine Learning with Spark/4. Spark ML Concepts - new Data Types.vtt
10.0 kB
3. Spark Programming with Scala/7. Actions - Extract Insights from Data.vtt
9.9 kB
6. Machine Learning with Spark/14. train Naive Bayes and Text Pre-Processing Use Case.vtt
9.6 kB
6. Machine Learning with Spark/9. Principal Component Analysis.vtt
9.6 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkStreamingDemo$.class
9.4 kB
4. Spark SQL/1. Spark SQL Data Frames - the new Era.vtt
9.3 kB
2. Introduction to Apache Spark/1. Start your Spark Engines.vtt
9.0 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/apply/CreditCardDefaultersSolution.class
9.0 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/practice/SparkSQLPracticeSolutions$.class
9.0 kB
6. Machine Learning with Spark/16. train K-Means Clustering Use Case.vtt
8.6 kB
5. Spark Streaming/2. Spark Streaming Architecture - How it works.vtt
7.9 kB
3. Spark Programming with Scala/14. train Advanced Spark - Enhanced Capabilities.vtt
7.8 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/practice/SparkOperationsPracticeSolutions$.class
7.7 kB
3. Spark Programming with Scala/11. train Key-value RDDs.vtt
7.3 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlRandomForests.scala
7.3 kB
2. Introduction to Apache Spark/4. Apache Spark eco-system.vtt
7.1 kB
3. Spark Programming with Scala/8. train Actions.vtt
7.0 kB
3. Spark Programming with Scala/16. Connecting to Spark on a different Cluster.vtt
6.7 kB
2. Introduction to Apache Spark/5. RDD The foundation of Spark.vtt
6.3 kB
5. Spark Streaming/1. Spark Streaming - Real time Data Processing.vtt
6.1 kB
1. Kick-start your learning/3. Your Course Guide - Pathway to Success !.vtt
6.0 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkOperationsDemo.scala
5.8 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlDecisionTrees.class
5.8 kB
1. Kick-start your learning/scala-spark-bda/data-files/auto-data-updated.csv/part-00000
5.7 kB
1. Kick-start your learning/scala-spark-bda/data-files/auto-data-updated.csv/part-00001
5.6 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlDecisionTrees.scala
5.6 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/YourFirstSparkProgram$.class
5.5 kB
1. Kick-start your learning/scala-spark-bda/data-files/movietweets.csv
5.5 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkOperationsDemo.class
5.5 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRandomForests.class
5.4 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlLinearRegression.scala
5.2 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlLinearRegression.class
5.0 kB
6. Machine Learning with Spark/18. train Recommendation Engines Use Case.vtt
4.9 kB
2. Introduction to Apache Spark/7. Spark Project Work Flow - How it gets done.vtt
4.9 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlKMeansClustering.class
4.9 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlNaiveBayes.class
4.8 kB
4. Spark SQL/5. train Temp Tables Views.vtt
4.7 kB
1. Kick-start your learning/scala-spark-bda/pom.xml
4.7 kB
3. Spark Programming with Scala/10. Key-Value RDDs.vtt
4.7 kB
1. Kick-start your learning/scala-spark-bda/data-files/streamingtweets.txt
4.6 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlKMeansClustering.scala
4.2 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlNaiveBayes.scala
4.1 kB
1. Kick-start your learning/2. Your Learning Process - Learn, Train, Practice and Apply.vtt
4.1 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/practice/SparkOperationsPracticeSolutions.scala
3.9 kB
1. Kick-start your learning/scala-spark-bda/data-files/iris.csv
3.9 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkSQLDemo.scala
3.8 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkStreamingDemo.class
3.8 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkSQLDemo.class
3.8 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRecommendations.class
3.7 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/practice/SparkSQLPracticeSolutions.scala
3.7 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/practice/SparkOperationsPracticeSolutions.class
3.2 kB
1. Kick-start your learning/1. Meet Your Mentor.vtt
3.2 kB
1. Kick-start your learning/scala-spark-bda/src/test/scala/samples/scalatest.scala
3.1 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/common/SparkCommonUtils$.class
3.1 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/socketserver/socketserver.class
3.1 kB
4. Spark SQL/4. Temp Tables Views - Easy Querying.vtt
3.0 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/common/Test$.class
3.0 kB
1. Kick-start your learning/scala-spark-bda/worksheet/bin/com/v2maestros/bda/scala/train/testing1$$anonfun$main$1.class
3.0 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/practice/SparkSQLPracticeSolutions.class
2.9 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlRecommendations.scala
2.7 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ExampleSpec$$anonfun$4$$anonfun$apply$mcV$sp$1.class
2.7 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/apply/CreditCardDefaultersSolution$$anonfun$3.class
2.4 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ListSuite$$anonfun$2.class
2.4 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlLinearRegression$$anonfun$3.class
2.4 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlDecisionTrees$$anonfun$3.class
2.4 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ListSuite$$anonfun$3.class
2.4 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRandomForests$$anonfun$3.class
2.3 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/apply/CreditCardDefaultersSolution$$anonfun$centerAndScale$1.class
2.3 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlKMeansClustering$$anonfun$centerAndScale$1.class
2.3 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/testing1.sc
2.3 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1$$anonfun$apply$1.class
2.2 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/YourFirstSparkProgram.class
2.2 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkStreamingDemo.scala
2.1 kB
1. Kick-start your learning/scala-spark-bda/src/main/java/com/v2maestros/socketserver/socketserver.java
2.0 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1.class
2.0 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ExampleSpec$$anonfun$4.class
1.9 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1$$anonfun$apply$4.class
1.9 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1$$anonfun$apply$7.class
1.9 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ExampleSpec$$anonfun$4$$anonfun$apply$mcV$sp$2.class
1.8 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/practice/SparkOperationsPracticeSolutions$$anonfun$2.class
1.8 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ListSuite$$anonfun$1.class
1.8 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/common/SparkCommonUtils.class
1.7 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkOperationsDemo$$anonfun$9.class
1.7 kB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/common/SparkCommonUtils.scala
1.7 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1$$anonfun$apply$7$$anonfun$apply$9.class
1.7 kB
8. Conclusion/1. Closing Remarks.vtt
1.6 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkOperationsDemo$$anonfun$12.class
1.5 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1$$anonfun$apply$1$$anonfun$apply$3.class
1.5 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1$$anonfun$apply$4$$anonfun$apply$6.class
1.5 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkOperationsDemo$$anonfun$11.class
1.5 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkOperationsDemo$$anonfun$6.class
1.5 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkStreamingDemo$$anonfun$2.class
1.5 kB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ExampleSpec$$anonfun$4$$anonfun$apply$mcV$sp$2$$anonfun$apply$mcV$sp$3.class
1.4 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlKMeansClustering$$anonfun$1.class
1.4 kB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRandomForests$$anonfun$1.class
1.4 kB
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