Page 1
Chapter 1: Getting Started
Page 6
Chapter 2: Preprocessing the Data
Page 15
Chapter 3: Getting to Grips with Visualization
Page 23
Chapter 4: Text Classification
Page 27
Chapter 5: Similarity-Based Image Retrieval
Page 33
Chapter 6: Simulation of Stock Prices
Page 37
Chapter 7: Predicting Gold Prices
Page 43
Chapter 8: Working with Support Vector Machines
Page 51
Chapter 9: Modeling Infectious Diseases with Cellular Automata
Page 59
Chapter 10: Working with Social Graphs
Page 67
Chapter 11: Working with Twitter Data
Page 72
Chapter 12: Data Processing and Aggregation with MongoDB
Page 80
Chapter 13: Working with MapReduce
Page 86
Chapter 14: On-line Data Analysis with Jupyter and Wakari
Page 108
Chapter 15: Understanding Data Processing using Apache Spark