Spark examples
Introduction
Dataframe based Machine Learning API
Scala example of Decision Tree classification algorithm used for prediction of prospective customer behavior
RDD based Machine Learning API
Spark 1.x basic introduction
Using classification to build model for predicting customer behavior
Scala example of using Decision Tree algorithm
Sample statistic calculations
Java 8 example of classification using Decision Tree
Tuning Decision Tree algorithm
Classification by using Ensembles of Classifiers
Random Forest Java 8 example
Tuning Random Forest algorithm
[Performance comparison of classification algorithms]
Naive Bayes exploiting TF-IDF for Spam classification
Scala example
Java 8 example
Using regression for predicting House prices
[Data visualization]
Linear regression in Scala
Decision tree regression in Scala
Model evaluation
Java 8 example of regression
Images classification with Convolutional Neural Networks, Deeplearning4j and Spark
Dataset and its augmentation
Network architecture selection
Learning process
Ensambles of best models
CIFAR-10 dataset
Using Apache Cassandra with Apache Spark
Running Apache Spark 2.0 on Docker
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Dataframe based Machine Learning API
Dataframe (and Dataset) based Machine Learning API
Scala example of Decision Tree classification algorithm used for prediction of prospective customer behavior
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