Sebastian Raschka, 2015
Python Machine Learning - Code Examples
- Obtaining the IMDb movie review dataset
- Introducing the bag-of-words model
- Transforming words into feature vectors
- Assessing word relevancy via term frequency-inverse document frequency
- Cleaning text data
- Processing documents into tokens
- Training a logistic regression model for document classification
- Working with bigger data – online algorithms and out-of-core learning
- Summary