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by Michal Malohlava, Max Pumperla, Alex Tellez
Mastering Machine Learning with Spark 2.x
- Preface
- Introduction to Large-Scale Machine Learning and Spark
- Detecting Dark Matter - The Higgs-Boson Particle
- Ensemble Methods for Multi-Class Classification
- Predicting Movie Reviews Using NLP and Spark Streaming
- Word2vec for Prediction and Clustering
- Extracting Patterns from Clickstream Data
- Graph Analytics with GraphX
- Lending Club Loan Prediction
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