adding equations for chapter 8

Author: rasbt

docs/equations/pymle-equations.pdf

@@ -1510,10 +1510,25 @@ \subsection{Assessing word relevancy via term frequency-inverse document frequen
 \subsection{Cleaning text data}
 \subsection{Processing documents into tokens}
 \section{Training a logistic regression model for document classification}
-\section{Working with bigger data ? online algorithms and out-of-core learning}
+\section{Working with bigger data - online algorithms and out-of-core learning}
 \section{Summary}
 
 
+%%%%%%%%%%%%%%%
+% CHAPTER 9
+%%%%%%%%%%%%%%%
+
+\chapter{Embedding a Machine Learning Model into a Web Application}
+
+\section{Chapter 8 recap - Training a model for movie review classification}
+\section{Serializing fitted scikit-learn estimators}
+\section{Setting up a SQLite database for data storage Developing a web application with Flask}
+\section{Our first Flask web application}
+\subsection{Form validation and rendering}
+\subsection{Turning the movie classifier into a web application}
+\section{Deploying the web application to a public server}
+\subsection{Updating the movie review classifier}
+\section{Summary}
 
 \newpage