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Introduction
Chapter 1: The Basics
1.1: Installing Python on Windows
1.2: Installing Python on MAC
Chapter 2: What is your question?
Chapter 3: Build a QuantGov Corpus
3.1: Driver Basics
3:2: Types of Drivers
3.3: Other Corpus Files
3.4: Build a Practice Corpus
Chapter 4: Running NLP on a Corpus
4.1: Built in NLP Analyses
4.2: Try NLP on the Practice Corpus
Chapter 5: Machine Learning on a Corpus
5.1: Estimator Creation
5.2: Vectorization
5.3: Labels
5.4: Candidate Models
5.5: Training the Model
5.6: Using Trained Models
Chapter 6: Exploring Your Data
6.1: Aggregating the Data
6.2: Visualizing the Data
Index
