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.metals
.metals
 
 
.scala-build/.bloop
.scala-build/.bloop
 
 
.vscode
.vscode
 
 
project
project
 
 
target
target
 
 
Cancer_Data.csv
Cancer_Data.csv
 
 
CarData.csv
CarData.csv
 
 
CitiGroup2006_2008.csv
CitiGroup2006_2008.csv
 
 
Clean_USA_Housing.csv
Clean_USA_Housing.csv
 
 
ContainsNull.csv
ContainsNull.csv
 
 
DataFrame_Project.scala
DataFrame_Project.scala
 
 
Ecommerce Customers.csv
Ecommerce Customers.csv
 
 
Implementing Recommender Systems using Spark.ipynb
Implementing Recommender Systems using Spark.ipynb
 
 
Implementing Recommender Systems using Spark.py
Implementing Recommender Systems using Spark.py
 
 
KMeans_Project_Exercise.scala
KMeans_Project_Exercise.scala
 
 
LinRegExercise.scala
LinRegExercise.scala
 
 
LogRegProject.scala
LogRegProject.scala
 
 
Netflix_2011_2016.csv
Netflix_2011_2016.csv
 
 
PCA_Project_Exercise.scala
PCA_Project_Exercise.scala
 
 
Sales.csv
Sales.csv
 
 
USA_Housing.csv
USA_Housing.csv
 
 
Wholesale customers data.csv
Wholesale customers data.csv
 
 
advertising.csv
advertising.csv
 
 
build.sbt
build.sbt
 
 
dates_and_timestamps.scala
dates_and_timestamps.scala
 
 
groupby_aggregate_functions.scala
groupby_aggregate_functions.scala
 
 
kmeansdocex.scala
kmeansdocex.scala
 
 
linreg.scala
linreg.scala
 
 
linregdocexample.scala
linregdocexample.scala
 
 
logreg.scala
logreg.scala
 
 
logregdoc.scala
logregdoc.scala
 
 
missing_data.scala
missing_data.scala
 
 
modelevaldoc.scala
modelevaldoc.scala
 
 
movie_ratings.csv
movie_ratings.csv
 
 
pca_doc_example.scala
pca_doc_example.scala
 
 
sample_kmeans_data.txt
sample_kmeans_data.txt
 
 
sample_libsvm_data.txt
sample_libsvm_data.txt
 
 
sample_linear_regression_data.txt
sample_linear_regression_data.txt
 
 
spark_dataframes.scala
spark_dataframes.scala
 
 
titanic.csv
titanic.csv
 
 
us_housing_regression.scala
us_housing_regression.scala
 
 

About

This is the content of Jose Portilla's Udemy course on Scala and Spark for Big Data and Machine Learning.

Topics

machine-learning scala big-data spark apache-spark clustering regression supervised-learning classification unsupervised-learning big-data-analytics big-data-processing apache-spark-sql recommendation-systems
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