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Classroom Contents
Power of Electric Snakes! PySpark for Big Data and Data Science
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- 1 Introduction
- 2 Data
- 3 RDD vs DataFrame
- 4 What is RDD
- 5 Aggregate by Key
- 6 Describe
- 7 Replacing unknown fields
- 8 Dummy variables
- 9 For loops
- 10 SQL statements
- 11 Column selection statements
- 12 Putting it all together
- 13 Labeling
- 14 Vectors
- 15 Sparse Vector
- 16 Spark ML
- 17 Classifier
- 18 Transform
- 19 Evaluation
- 20 Logistic Regression
- 21 Comparing Results
