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Artificial Intelligence for Big Data

You're reading from   Artificial Intelligence for Big Data Complete guide to automating Big Data solutions using Artificial Intelligence techniques

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Product type Paperback
Published in May 2018
Publisher Packt
ISBN-13 9781788472173
Length 384 pages
Edition 1st Edition
Languages
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Authors (2):
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Anand Deshpande Anand Deshpande
Author Profile Icon Anand Deshpande
Anand Deshpande
Manish Kumar Manish Kumar
Author Profile Icon Manish Kumar
Manish Kumar
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Toc

Table of Contents (14) Chapters Close

Preface 1. Big Data and Artificial Intelligence Systems 2. Ontology for Big Data FREE CHAPTER 3. Learning from Big Data 4. Neural Network for Big Data 5. Deep Big Data Analytics 6. Natural Language Processing 7. Fuzzy Systems 8. Genetic Programming 9. Swarm Intelligence 10. Reinforcement Learning 11. Cyber Security 12. Cognitive Computing 13. Other Books You May Enjoy

Feed-forward neural networks

The ANN we have referred to so far is called a feed-forward neural network since the connections between the units and layers do not form a cycle and move only in one direction (from the input layer to the output layer).

Let's implement the feed-forward neural network example with simple Spark ML code:

           object FeedForwardNetworkWithSpark { 
           def main(args:Array[String]): Unit ={ 
           val recordReader:RecordReader = new CSVRecordReader(0,",") 
           val conf = new SparkConf() 
           .setMaster("spark://master:7077") 
           .setAppName("FeedForwardNetwork-Iris") 
           val sc = new SparkContext(conf) 
           val numInputs:Int = 4 
           val outputNum = 3 
           val iterations =1 
           val multiLayerConfig:MultiLayerConfiguration = new    
          ...
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