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[ FreeCourseWeb ] Udemy - Apache Spark 2 0 + Scala - DO Big Data Analytics & ML
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1. Kick-start your learning (Size: 1.08 GB) (Files: 300)
1. Kick-start your learning
scala-spark-bda
target
v2maestros-spark-bda-0.0.1-SNAPSHOT-jar-with-dependencies.jar
classes.-806570412.timestamp
test-classes.456240749.timestamp
v2maestros-spark-bda-0.0.1-SNAPSHOT.jar
classes
com
v2maestros
bda
scala
apply
CreditCardDefaultersSolution$$anonfun$1.class
CreditCardDefaultersSolution$$anonfun$2.class
CreditCardDefaultersSolution$$anonfun$3.class
CreditCardDefaultersSolution$$anonfun$4.class
CreditCardDefaultersSolution$$anonfun$5.class
CreditCardDefaultersSolution$$anonfun$centerAndScale$1.class
CreditCardDefaultersSolution$.class
CreditCardDefaultersSolution$delayedInit$body.class
CreditCardDefaultersSolution.class
common
SparkCommonUtils$.class
SparkCommonUtils.class
Test$.class
Test$delayedInit$body.class
Test.class
practice
SparkOperationsPracticeSolutions$$anonfun$1.class
SparkOperationsPracticeSolutions$$anonfun$2.class
SparkOperationsPracticeSolutions$$anonfun$3.class
SparkOperationsPracticeSolutions$.class
SparkOperationsPracticeSolutions$delayedInit$body.class
SparkOperationsPracticeSolutions.class
SparkSQLPracticeSolutions$$anonfun$1.class
SparkSQLPracticeSolutions$$anonfun$2.class
SparkSQLPracticeSolutions$.class
SparkSQLPracticeSolutions$delayedInit$body.class
SparkSQLPracticeSolutions.class
train
SparkMlDecisionTrees$$anonfun$1.class
SparkMlDecisionTrees$$anonfun$2.class
SparkMlDecisionTrees$$anonfun$3.class
SparkMlDecisionTrees$$anonfun$4.class
SparkMlDecisionTrees$.class
SparkMlDecisionTrees$delayedInit$body.class
SparkMlDecisionTrees.class
SparkMlKMeansClustering$$anonfun$1.class
SparkMlKMeansClustering$$anonfun$2.class
SparkMlKMeansClustering$$anonfun$3.class
SparkMlKMeansClustering$$anonfun$centerAndScale$1.class
SparkMlKMeansClustering$.class
SparkMlKMeansClustering$delayedInit$body.class
SparkMlKMeansClustering.class
SparkMlLinearRegression$$anonfun$1.class
SparkMlLinearRegression$$anonfun$2.class
SparkMlLinearRegression$$anonfun$3.class
SparkMlLinearRegression$$anonfun$4.class
SparkMlLinearRegression$.class
SparkMlLinearRegression$delayedInit$body.class
SparkMlLinearRegression.class
SparkMlNaiveBayes$$anonfun$1.class
SparkMlNaiveBayes$$anonfun$2.class
SparkMlNaiveBayes$.class
SparkMlNaiveBayes$delayedInit$body.class
SparkMlNaiveBayes.class
SparkMlRandomForests$$anonfun$1.class
SparkMlRandomForests$$anonfun$2.class
SparkMlRandomForests$$anonfun$3.class
SparkMlRandomForests$$anonfun$4.class
SparkMlRandomForests$.class
SparkMlRandomForests$delayedInit$body.class
SparkMlRandomForests.class
SparkMlRecommendations$$anonfun$1.class
SparkMlRecommendations$.class
SparkMlRecommendations$delayedInit$body.class
SparkMlRecommendations.class
SparkOperationsDemo$$anonfun$1.class
SparkOperationsDemo$$anonfun$2.class
SparkOperationsDemo$$anonfun$3.class
SparkOperationsDemo$$anonfun$4.class
SparkOperationsDemo$$anonfun$5.class
SparkOperationsDemo$$anonfun$6.class
SparkOperationsDemo$$anonfun$7.class
SparkOperationsDemo$$anonfun$8.class
SparkOperationsDemo$$anonfun$9.class
SparkOperationsDemo$$anonfun$10.class
SparkOperationsDemo$$anonfun$11.class
SparkOperationsDemo$$anonfun$12.class
SparkOperationsDemo$$anonfun$13.class
SparkOperationsDemo$$anonfun$14.class
SparkOperationsDemo$.class
SparkOperationsDemo$delayedInit$body.class
SparkOperationsDemo.class
SparkSQLDemo$$anonfun$1.class
SparkSQLDemo$.class
SparkSQLDemo$delayedInit$body.class
SparkSQLDemo.class
SparkStreamingDemo$$anonfun$1.class
SparkStreamingDemo$$anonfun$2.class
SparkStreamingDemo$$anonfun$3.class
SparkStreamingDemo$$anonfun$4.class
SparkStreamingDemo$$anonfun$5.class
SparkStreamingDemo$.class
SparkStreamingDemo$delayedInit$body.class
SparkStreamingDemo.class
testing1.sc
YourFirstSparkProgram$$anonfun$1.class
YourFirstSparkProgram$$anonfun$2.class
YourFirstSparkProgram$.class
YourFirstSparkProgram$delayedInit$body.class
YourFirstSparkProgram.class
socketserver
socketserver.class
maven-archiver
pom.properties
maven-status
maven-compiler-plugin
compile
default-compile
inputFiles.lst
testCompile
default-testCompile
inputFiles.lst
test-classes
samples
AppTest.class
ExampleSpec$$anonfun$4$$anonfun$apply$mcV$sp$1.class
ExampleSpec$$anonfun$4$$anonfun$apply$mcV$sp$2$$anonfun$apply$mcV$sp$3.class
ExampleSpec$$anonfun$4$$anonfun$apply$mcV$sp$2.class
ExampleSpec$$anonfun$4.class
ExampleSpec.class
ListSuite$$anonfun$1.class
ListSuite$$anonfun$2.class
ListSuite$$anonfun$3.class
ListSuite.class
MySpecTest$$anonfun$1$$anonfun$apply$1$$anonfun$apply$2.class
MySpecTest$$anonfun$1$$anonfun$apply$1$$anonfun$apply$3.class
MySpecTest$$anonfun$1$$anonfun$apply$1.class
MySpecTest$$anonfun$1$$anonfun$apply$4$$anonfun$apply$5.class
MySpecTest$$anonfun$1$$anonfun$apply$4$$anonfun$apply$6.class
MySpecTest$$anonfun$1$$anonfun$apply$4.class
MySpecTest$$anonfun$1$$anonfun$apply$7$$anonfun$apply$8.class
MySpecTest$$anonfun$1$$anonfun$apply$7$$anonfun$apply$9$$anonfun$apply$10.class
MySpecTest$$anonfun$1$$anonfun$apply$7$$anonfun$apply$9.class
MySpecTest$$anonfun$1$$anonfun$apply$7.class
MySpecTest$$anonfun$1.class
MySpecTest.class
StackSuite$$anonfun$stackShouldThrowNoSuchElementExceptionIfAnEmptyStackIsPopped$1.class
StackSuite.class
cache-main
cache-tests
classpath
gitignore
pom.xml
project
data-files
auto-data.csv
auto-miles-per-gallon.csv
bank.csv
credit-card-default-1000.csv
customerData.json
iris.csv
movietweets.csv
sms_spam_short.csv
SMSSpamCollection.csv
streamingoutput.txt
streamingtweets.txt
UserItemData.txt
auto-data-updated.csv
_SUCCESS
_SUCCESS.crc
part-00000
part-00000.crc
part-00001
part-00001.crc
settings
org.eclipse.core.resources.prefs
org.eclipse.jdt.core.prefs
org.eclipse.m2e.core.prefs
src
main
java
com
v2maestros
socketserver
socketserver.java
scala
com
v2maestros
bda
scala
apply
CreditCardDefaultersSolution.scala
common
SparkCommonUtils.scala
Test.scala
practice
SparkOperationsPracticeSolutions.scala
SparkSQLPracticeSolutions.scala
train
SparkMlDecisionTrees.scala
SparkMlKMeansClustering.scala
SparkMlLinearRegression.scala
SparkMlNaiveBayes.scala
SparkMlRandomForests.scala
SparkMlRecommendations.scala
SparkOperationsDemo.scala
SparkSQLDemo.scala
SparkStreamingDemo.scala
YourFirstSparkProgram.scala
test
scala
samples
junit.scala
scalatest.scala
specs.scala
worksheet
bin
com
v2maestros
bda
scala
train
testing1$$anonfun$main$1.class
testing1$.class
testing1.class
src
com.v2maestros.bda.scala.train.testing1.scala
1. Meet Your Mentor.mp4
1. Meet Your Mentor.vtt
2. Your Learning Process - Learn, Train, Practice and Apply.mp4
2. Your Learning Process - Learn, Train, Practice and Apply.vtt
3. Your Course Guide - Pathway to Success !.mp4
3. Your Course Guide - Pathway to Success !.vtt
4. Resource Bundle.html
4.2 Course Slideware.pdf.pdf
Visit DazX Blog on SAnet.ST for more !.url
How to Support [ FreeCourseWeb.com ] for Free.txt
Torrent Downloaded From GloDls.to.txt
[ FreeCourseWeb.com ] Support Us.url
2. Introduction to Apache Spark
1. Start your Spark Engines.mp4
1. Start your Spark Engines.vtt
2. train Setup your Spark Scala Environment.mp4
2. train Setup your Spark Scala Environment.mp4.jpg
2. train Setup your Spark Scala Environment.txt
2. train Setup your Spark Scala Environment.vtt
3. train Run your First Spark Scala Program.mp4
3. train Run your First Spark Scala Program.vtt
4. Apache Spark eco-system.mp4
4. Apache Spark eco-system.vtt
5. RDD The foundation of Spark.mp4
5. RDD The foundation of Spark.vtt
6. Spark Architecture - How it all works.mp4
6. Spark Architecture - How it all works.vtt
7. Spark Project Work Flow - How it gets done.mp4
7. Spark Project Work Flow - How it gets done.vtt
8. Spark Architecture.html
3. Spark Programming with Scala
1. Loading and Storing Data.mp4
1. Loading and Storing Data.vtt
2. train Loading and Storing Data.mp4
2. train Loading and Storing Data.vtt
3. @Practice() Transformations.html
4. Transformations - Change how data looks.mp4
4. Transformations - Change how data looks.vtt
5. train Transformations.mp4
5. train Transformations.vtt
6. @Practice() Transformations.html
7. Actions - Extract Insights from Data.mp4
7. Actions - Extract Insights from Data.vtt
8. train Actions.mp4
8. train Actions.vtt
9. @Practice() Actions.html
10. Key-Value RDDs.mp4
10. Key-Value RDDs.vtt
11. train Key-value RDDs.mp4
11. train Key-value RDDs.vtt
12. @Practice() Key-Value RDDs.html
13. Advanced Spark.mp4
13. Advanced Spark.vtt
14. train Advanced Spark - Enhanced Capabilities.mp4
14. train Advanced Spark - Enhanced Capabilities.vtt
15. @Practice() Advanced Spark.html
16. Connecting to Spark on a different Cluster.mp4
16. Connecting to Spark on a different Cluster.vtt
Visit DazX Blog on SAnet.ST for more !.url
4. Spark SQL
1. Spark SQL Data Frames - the new Era.mp4
1. Spark SQL Data Frames - the new Era.vtt
2. train SQL Data Frames.mp4
2. train SQL Data Frames.vtt
3. @Practice SQL Data Frames.html
4. Temp Tables Views - Easy Querying.mp4
4. Temp Tables Views - Easy Querying.vtt
5. train Temp Tables Views.mp4
5. train Temp Tables Views.vtt
6. @Practice() Temp Tables Views.html
5. Spark Streaming
1. Spark Streaming - Real time Data Processing.mp4
1. Spark Streaming - Real time Data Processing.vtt
2. Spark Streaming Architecture - How it works.mp4
2. Spark Streaming Architecture - How it works.vtt
3. train Spark Streaming.mp4
3. train Spark Streaming.vtt
Visit DazX Blog on SAnet.ST for more !.url
6. Machine Learning with Spark
1. Types of Analytics - Simple to Predictive.mp4
1. Types of Analytics - Simple to Predictive.vtt
2. Types of Machine Learning.mp4
2. Types of Machine Learning.vtt
3. Analyzing Results and Errors.mp4
3. Analyzing Results and Errors.vtt
4. Spark ML Concepts - new Data Types.mp4
4. Spark ML Concepts - new Data Types.vtt
5. Linear Regression - Fit to a line.mp4
5. Linear Regression - Fit to a line.vtt
6. train Linear Regression Use Case.mp4
6. train Linear Regression Use Case.mp4.jpg
6. train Linear Regression Use Case.txt
6. train Linear Regression Use Case.vtt
7. Decision Trees Classifications.mp4
7. Decision Trees Classifications.vtt
8. train Decision Trees Use Case.mp4
8. train Decision Trees Use Case.vtt
9. Principal Component Analysis.mp4
9. Principal Component Analysis.vtt
10. Random Forests Classification.mp4
10. Random Forests Classification.vtt
11. train Random Forests and PCA Use Case.mp4
11. train Random Forests and PCA Use Case.vtt
12. Text Pre-processing with TF-IDF.mp4
12. Text Pre-processing with TF-IDF.vtt
13. Naive Bayes Classification.mp4
13. Naive Bayes Classification.vtt
14. train Naive Bayes and Text Pre-Processing Use Case.mp4
14. train Naive Bayes and Text Pre-Processing Use Case.vtt
15. K-Means Clustering.mp4
15. K-Means Clustering.vtt
16. train K-Means Clustering Use Case.mp4
16. train K-Means Clustering Use Case.vtt
17. Recommendation Engines.mp4
17. Recommendation Engines.vtt
18. train Recommendation Engines Use Case.mp4
18. train Recommendation Engines Use Case.vtt
7. APPLY - Your Course Challenge Project
1. Real world Problem Statement - Credit Card Defaulters.html
1.1 Spark Scala Course APPLY Project Problem Statement.pdf.pdf
2. Hints to help you with the project.html
2.1 Spark Scala Course APPLY Project Solution Guide Hints.pdf.pdf
3. Final Solution Review - We did it !.mp4
3. Final Solution Review - We did it !.vtt
8. Conclusion
1. Closing Remarks.mp4
1. Closing Remarks.vtt
2. BONUS Lecture Other courses you should check out.html
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