Learning Apache Spark with Python
Welcome to our Learning Apache Spark with Python note! In these note, you will learn a wide array of concepts about PySpark in Data Mining, Text Mining, Machine Leanring and Deep Learning.
The tutorials assume that the reader has a preliminary knowledge of programing and Linux.
- Preface
- Why Spark with Python ?
- Configure Running Platform
- An Introduction to Apache Spark
- Programming with RDDs
- Statistics Preliminary
- Data Exploration, Regression
- Regularization, Classification
- Clustering, Text Mining
- Social Network Analysis
- Neural Network, My PySpark Package
Free Online Tutorial: Learning Apache Spark with Python
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