diff --git a/src/machine-learning-and-data-mining/img/crisp.png b/src/machine-learning-and-data-mining/img/crisp.png
new file mode 100644
index 0000000..779f2db
Binary files /dev/null and b/src/machine-learning-and-data-mining/img/crisp.png differ
diff --git a/src/machine-learning-and-data-mining/main.tex b/src/machine-learning-and-data-mining/main.tex
index 8afd97d..208abc4 100644
--- a/src/machine-learning-and-data-mining/main.tex
+++ b/src/machine-learning-and-data-mining/main.tex
@@ -15,6 +15,7 @@
 \DeclareAcronym{etl}{short=ETL, long=Extraction{,} Transformation{,} Loading}
 \DeclareAcronym{dfm}{short=DFM, long=Dimensional Fact Model}
 \DeclareAcronym{cdc}{short=CDC, long=Change Data Capture}
+\DeclareAcronym{crisp}{short=CRISP-DM, long=Cross Industry Standard Process for Data Mining}
 
 
 \begin{document}
@@ -26,5 +27,6 @@
     \input{sections/_intro.tex}
     \input{sections/_data_warehouse.tex}
     \input{sections/_data_lake.tex}
+    \input{sections/_crisp.tex}
 
 \end{document}
\ No newline at end of file
diff --git a/src/machine-learning-and-data-mining/sections/_crisp.tex b/src/machine-learning-and-data-mining/sections/_crisp.tex
new file mode 100644
index 0000000..aa8d5d6
--- /dev/null
+++ b/src/machine-learning-and-data-mining/sections/_crisp.tex
@@ -0,0 +1,57 @@
+\chapter{CRISP-DM}
+
+\begin{description}
+    \item[\Acl{crisp}] \marginnote{\acs{crisp}}
+        Standardized process for data mining.
+        \begin{figure}[ht]
+            \centering
+            \includegraphics[width=0.45\textwidth]{img/crisp.png}
+            \caption{\ac{crisp} workflow}
+        \end{figure}
+\end{description}
+
+
+\section{Business understanding}
+\begin{itemize}
+    \item Determine the objective and the success criteria.
+    \marginnote{Business understanding}
+    \item Feasibility study.
+    \item Produce a plan.
+\end{itemize}
+
+\section{Data understanding}
+\begin{itemize}
+    \item Determine the available (raw) data.
+    \marginnote{Data understanding}
+    \item Determine the cost of the data.
+    \item Collect, describe, explore and verify data.
+\end{itemize}
+
+\section{Data preparation}
+\begin{itemize}
+    \item Data cleaning.
+    \marginnote{Data preparation}
+    \item Data transformations.
+\end{itemize}
+
+\section{Modelling}
+\begin{itemize}
+    \item Select modelling technique.
+    \marginnote{Modelling}
+    \item Build/train the model.
+\end{itemize}
+
+\section{Evaluation}
+\begin{itemize}
+    \item Evaluate results.
+    \marginnote{Evaluation}
+    \item Review process.
+\end{itemize}
+
+\section{Deployment}
+\begin{itemize}
+    \item Plan deployment.
+    \marginnote{Deployment}
+    \item Plan monitoring and maintenance.
+    \item Final report and review.
+\end{itemize}