[ FreeCourseWeb ] Udemy - Apache Spark 2.0 + Scala - DO Big Data Analytics & ML

Creation Time	July 22, 2024, 12:17 p.m.
Last Access Time	Jan. 17, 2025, 9:48 a.m.
File Size	1.1 GB
Keywords	DO Scala Big - Udemy 0 2 FreeCourseWeb ML Apache Spark Data Analytics
Total Requests	20
Total Files	300
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1. Kick-start your learning/scala-spark-bda/target/v2maestros-spark-bda-0.0.1-SNAPSHOT-jar-with-dependencies.jar 138.0 MB
6. Machine Learning with Spark/6. train Linear Regression Use Case.mp4 53.4 MB
7. APPLY - Your Course Challenge Project/3. Final Solution Review - We did it !.mp4 48.8 MB
6. Machine Learning with Spark/8. train Decision Trees Use Case.mp4 41.2 MB
4. Spark SQL/2. train SQL Data Frames.mp4 39.5 MB
6. Machine Learning with Spark/11. train Random Forests and PCA Use Case.mp4 35.8 MB
3. Spark Programming with Scala/2. train Loading and Storing Data.mp4 35.3 MB
6. Machine Learning with Spark/13. Naive Bayes Classification.mp4 34.1 MB
2. Introduction to Apache Spark/2. train Setup your Spark Scala Environment.mp4 33.6 MB
6. Machine Learning with Spark/5. Linear Regression - Fit to a line.mp4 33.0 MB
3. Spark Programming with Scala/5. train Transformations.mp4 30.5 MB
6. Machine Learning with Spark/2. Types of Machine Learning.mp4 29.1 MB
6. Machine Learning with Spark/14. train Naive Bayes and Text Pre-Processing Use Case.mp4 28.6 MB
2. Introduction to Apache Spark/3. train Run your First Spark Scala Program.mp4 27.1 MB
6. Machine Learning with Spark/12. Text Pre-processing with TF-IDF.mp4 25.9 MB
6. Machine Learning with Spark/3. Analyzing Results and Errors.mp4 23.8 MB
5. Spark Streaming/3. train Spark Streaming.mp4 23.2 MB
6. Machine Learning with Spark/17. Recommendation Engines.mp4 20.6 MB
6. Machine Learning with Spark/15. K-Means Clustering.mp4 20.6 MB
6. Machine Learning with Spark/16. train K-Means Clustering Use Case.mp4 20.5 MB
6. Machine Learning with Spark/1. Types of Analytics - Simple to Predictive.mp4 20.4 MB
2. Introduction to Apache Spark/6. Spark Architecture - How it all works.mp4 18.7 MB
6. Machine Learning with Spark/7. Decision Trees Classifications.mp4 18.4 MB
6. Machine Learning with Spark/10. Random Forests Classification.mp4 17.9 MB
3. Spark Programming with Scala/13. Advanced Spark.mp4 17.7 MB
3. Spark Programming with Scala/11. train Key-value RDDs.mp4 17.1 MB
3. Spark Programming with Scala/14. train Advanced Spark - Enhanced Capabilities.mp4 16.3 MB
3. Spark Programming with Scala/4. Transformations - Change how data looks.mp4 16.2 MB
3. Spark Programming with Scala/8. train Actions.mp4 15.9 MB
3. Spark Programming with Scala/16. Connecting to Spark on a different Cluster.mp4 15.3 MB
3. Spark Programming with Scala/1. Loading and Storing Data.mp4 14.7 MB
3. Spark Programming with Scala/7. Actions - Extract Insights from Data.mp4 14.2 MB
2. Introduction to Apache Spark/1. Start your Spark Engines.mp4 13.4 MB
6. Machine Learning with Spark/4. Spark ML Concepts - new Data Types.mp4 13.4 MB
4. Spark SQL/1. Spark SQL Data Frames - the new Era.mp4 13.2 MB
6. Machine Learning with Spark/9. Principal Component Analysis.mp4 12.5 MB
5. Spark Streaming/2. Spark Streaming Architecture - How it works.mp4 12.1 MB
6. Machine Learning with Spark/18. train Recommendation Engines Use Case.mp4 11.1 MB
4. Spark SQL/5. train Temp Tables Views.mp4 10.8 MB
2. Introduction to Apache Spark/4. Apache Spark eco-system.mp4 10.1 MB
2. Introduction to Apache Spark/5. RDD The foundation of Spark.mp4 9.1 MB
5. Spark Streaming/1. Spark Streaming - Real time Data Processing.mp4 8.8 MB
1. Kick-start your learning/3. Your Course Guide - Pathway to Success !.mp4 8.4 MB
3. Spark Programming with Scala/10. Key-Value RDDs.mp4 7.3 MB
2. Introduction to Apache Spark/7. Spark Project Work Flow - How it gets done.mp4 6.6 MB
1. Kick-start your learning/2. Your Learning Process - Learn, Train, Practice and Apply.mp4 6.1 MB
1. Kick-start your learning/1. Meet Your Mentor.mp4 6.0 MB
4. Spark SQL/4. Temp Tables Views - Easy Querying.mp4 4.6 MB
8. Conclusion/1. Closing Remarks.mp4 2.3 MB
1. Kick-start your learning/4.2 Course Slideware.pdf.pdf 1.0 MB
7. APPLY - Your Course Challenge Project/1.1 Spark Scala Course APPLY Project Problem Statement.pdf.pdf 559.4 KB
7. APPLY - Your Course Challenge Project/2.1 Spark Scala Course APPLY Project Solution Guide Hints.pdf.pdf 365.1 KB
1. Kick-start your learning/scala-spark-bda/cache-main 305.9 KB
1. Kick-start your learning/scala-spark-bda/target/v2maestros-spark-bda-0.0.1-SNAPSHOT.jar 164.5 KB
1. Kick-start your learning/scala-spark-bda/data-files/SMSSpamCollection.csv 119.4 KB
1. Kick-start your learning/scala-spark-bda/data-files/credit-card-default-1000.csv 92.2 KB
6. Machine Learning with Spark/6. train Linear Regression Use Case.mp4.jpg 91.8 KB
2. Introduction to Apache Spark/2. train Setup your Spark Scala Environment.mp4.jpg 73.5 KB
1. Kick-start your learning/scala-spark-bda/data-files/bank.csv 54.2 KB
1. Kick-start your learning/scala-spark-bda/data-files/sms_spam_short.csv 43.3 KB
1. Kick-start your learning/scala-spark-bda/cache-tests 40.9 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ListSuite.class 37.5 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/apply/CreditCardDefaultersSolution$.class 25.7 KB
6. Machine Learning with Spark/13. Naive Bayes Classification.vtt 24.6 KB
6. Machine Learning with Spark/5. Linear Regression - Fit to a line.vtt 22.8 KB
6. Machine Learning with Spark/2. Types of Machine Learning.vtt 20.7 KB
6. Machine Learning with Spark/6. train Linear Regression Use Case.vtt 20.1 KB
7. APPLY - Your Course Challenge Project/3. Final Solution Review - We did it !.vtt 17.9 KB
4. Spark SQL/2. train SQL Data Frames.vtt 17.8 KB
6. Machine Learning with Spark/12. Text Pre-processing with TF-IDF.vtt 17.8 KB
6. Machine Learning with Spark/3. Analyzing Results and Errors.vtt 17.0 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRandomForests$.class 16.9 KB
1. Kick-start your learning/scala-spark-bda/data-files/auto-miles-per-gallon.csv 16.9 KB
6. Machine Learning with Spark/8. train Decision Trees Use Case.vtt 16.7 KB
2. Introduction to Apache Spark/2. train Setup your Spark Scala Environment.vtt 15.7 KB
6. Machine Learning with Spark/17. Recommendation Engines.vtt 15.7 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlDecisionTrees$.class 15.5 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/StackSuite.class 15.2 KB
3. Spark Programming with Scala/2. train Loading and Storing Data.vtt 14.7 KB
6. Machine Learning with Spark/15. K-Means Clustering.vtt 14.7 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlLinearRegression$.class 14.5 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlKMeansClustering$.class 14.0 KB
6. Machine Learning with Spark/10. Random Forests Classification.vtt 13.9 KB
6. Machine Learning with Spark/1. Types of Analytics - Simple to Predictive.vtt 13.8 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkOperationsDemo$.class 13.3 KB
3. Spark Programming with Scala/5. train Transformations.vtt 13.2 KB
6. Machine Learning with Spark/7. Decision Trees Classifications.vtt 13.2 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlNaiveBayes$.class 12.7 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/apply/CreditCardDefaultersSolution.scala 12.6 KB
2. Introduction to Apache Spark/6. Spark Architecture - How it all works.vtt 12.6 KB
2. Introduction to Apache Spark/3. train Run your First Spark Scala Program.vtt 12.3 KB
6. Machine Learning with Spark/11. train Random Forests and PCA Use Case.vtt 12.3 KB
3. Spark Programming with Scala/13. Advanced Spark.vtt 12.0 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkSQLDemo$.class 11.8 KB
3. Spark Programming with Scala/4. Transformations - Change how data looks.vtt 11.6 KB
1. Kick-start your learning/scala-spark-bda/data-files/auto-data.csv 11.3 KB
5. Spark Streaming/3. train Spark Streaming.vtt 11.0 KB
3. Spark Programming with Scala/1. Loading and Storing Data.vtt 10.5 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRecommendations$.class 10.2 KB
6. Machine Learning with Spark/4. Spark ML Concepts - new Data Types.vtt 9.7 KB
3. Spark Programming with Scala/7. Actions - Extract Insights from Data.vtt 9.7 KB
6. Machine Learning with Spark/14. train Naive Bayes and Text Pre-Processing Use Case.vtt 9.4 KB
6. Machine Learning with Spark/9. Principal Component Analysis.vtt 9.3 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkStreamingDemo$.class 9.2 KB
4. Spark SQL/1. Spark SQL Data Frames - the new Era.vtt 9.1 KB
2. Introduction to Apache Spark/1. Start your Spark Engines.vtt 8.8 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/apply/CreditCardDefaultersSolution.class 8.8 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/practice/SparkSQLPracticeSolutions$.class 8.8 KB
6. Machine Learning with Spark/16. train K-Means Clustering Use Case.vtt 8.4 KB
5. Spark Streaming/2. Spark Streaming Architecture - How it works.vtt 7.7 KB
3. Spark Programming with Scala/14. train Advanced Spark - Enhanced Capabilities.vtt 7.7 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/practice/SparkOperationsPracticeSolutions$.class 7.5 KB
3. Spark Programming with Scala/11. train Key-value RDDs.vtt 7.1 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlRandomForests.scala 7.1 KB
2. Introduction to Apache Spark/4. Apache Spark eco-system.vtt 6.9 KB
3. Spark Programming with Scala/8. train Actions.vtt 6.9 KB
3. Spark Programming with Scala/16. Connecting to Spark on a different Cluster.vtt 6.5 KB
2. Introduction to Apache Spark/5. RDD The foundation of Spark.vtt 6.1 KB
5. Spark Streaming/1. Spark Streaming - Real time Data Processing.vtt 6.0 KB
1. Kick-start your learning/3. Your Course Guide - Pathway to Success !.vtt 5.9 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkOperationsDemo.scala 5.7 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlDecisionTrees.class 5.7 KB
1. Kick-start your learning/scala-spark-bda/data-files/auto-data-updated.csv/part-00000 5.6 KB
1. Kick-start your learning/scala-spark-bda/data-files/auto-data-updated.csv/part-00001 5.5 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlDecisionTrees.scala 5.5 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/YourFirstSparkProgram$.class 5.4 KB
1. Kick-start your learning/scala-spark-bda/data-files/movietweets.csv 5.4 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkOperationsDemo.class 5.4 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRandomForests.class 5.3 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlLinearRegression.scala 5.1 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlLinearRegression.class 4.9 KB
6. Machine Learning with Spark/18. train Recommendation Engines Use Case.vtt 4.8 KB
2. Introduction to Apache Spark/7. Spark Project Work Flow - How it gets done.vtt 4.8 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlKMeansClustering.class 4.8 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlNaiveBayes.class 4.7 KB
4. Spark SQL/5. train Temp Tables Views.vtt 4.6 KB
1. Kick-start your learning/scala-spark-bda/pom.xml 4.6 KB
3. Spark Programming with Scala/10. Key-Value RDDs.vtt 4.6 KB
1. Kick-start your learning/scala-spark-bda/data-files/streamingtweets.txt 4.5 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlKMeansClustering.scala 4.1 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlNaiveBayes.scala 4.0 KB
1. Kick-start your learning/2. Your Learning Process - Learn, Train, Practice and Apply.vtt 4.0 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/practice/SparkOperationsPracticeSolutions.scala 3.8 KB
1. Kick-start your learning/scala-spark-bda/data-files/iris.csv 3.8 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkSQLDemo.scala 3.7 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkStreamingDemo.class 3.7 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkSQLDemo.class 3.7 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlRecommendations.class 3.6 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/practice/SparkSQLPracticeSolutions.scala 3.6 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 3.1 KB
1. Kick-start your learning/scala-spark-bda/src/test/scala/samples/scalatest.scala 3.0 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/common/SparkCommonUtils$.class 3.0 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/socketserver/socketserver.class 3.0 KB
4. Spark SQL/4. Temp Tables Views - Easy Querying.vtt 2.9 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/common/Test$.class 2.9 KB
1. Kick-start your learning/scala-spark-bda/worksheet/bin/com/v2maestros/bda/scala/train/testing1$$anonfun$main$1.class 2.9 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/practice/SparkSQLPracticeSolutions.class 2.9 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkMlRecommendations.scala 2.7 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ExampleSpec$$anonfun$4$$anonfun$apply$mcV$sp$1.class 2.6 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/apply/CreditCardDefaultersSolution$$anonfun$3.class 2.3 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ListSuite$$anonfun$2.class 2.3 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlLinearRegression$$anonfun$3.class 2.3 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlDecisionTrees$$anonfun$3.class 2.3 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ListSuite$$anonfun$3.class 2.3 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 2.2 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkMlKMeansClustering$$anonfun$centerAndScale$1.class 2.2 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/testing1.sc 2.2 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1$$anonfun$apply$1.class 2.2 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/YourFirstSparkProgram.class 2.2 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/train/SparkStreamingDemo.scala 2.0 KB
1. Kick-start your learning/scala-spark-bda/src/main/java/com/v2maestros/socketserver/socketserver.java 2.0 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1.class 1.9 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ExampleSpec$$anonfun$4.class 1.9 KB
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1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ExampleSpec$$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 1.7 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/ListSuite$$anonfun$1.class 1.7 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/common/SparkCommonUtils.class 1.7 KB
1. Kick-start your learning/scala-spark-bda/target/classes/com/v2maestros/bda/scala/train/SparkOperationsDemo$$anonfun$9.class 1.6 KB
1. Kick-start your learning/scala-spark-bda/src/main/scala/com/v2maestros/bda/scala/common/SparkCommonUtils.scala 1.6 KB
1. Kick-start your learning/scala-spark-bda/target/test-classes/samples/MySpecTest$$anonfun$1$$anonfun$apply$7$$anonfun$apply$9.class 1.6 KB
8. Conclusion/1. Closing Remarks.vtt 1.6 KB
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