1 files changed, 160 insertions, 0 deletions
diff --git a/book/module1/jupyter_lab_notebook.tex b/book/module1/jupyter_lab_notebook.tex
new file mode 100644
index 0000000..9688bea
--- /dev/null
+++ b/book/module1/jupyter_lab_notebook.tex
@@ -0,0 +1,160 @@
+\subsection{Introduction}\label{introduction}
+
+Jupyter Notebooks are often used for data science and scientific
+computing such as machine learning as the interactive design allow you
+to experiment easily with your code. For our purpose, we will use
+Notebooks as it's a useful tool to learn how to code as well as writing
+reports.
+
+\emph{Note on the difference between Notebook and Lab: Jupyter Notebook
+offers a simplified, lightweight notebook authoring experience, where
+as, JupyterLab offers a feature-rich, tabbed multi-notebook editing
+environment with additional tools like a customizable interface layout
+and system console}
+
+\subsection{Setup and Installation}\label{setup-and-installation}
+
+Installing with Conda using CLI: - \texttt{conda\ install\ jupyter}
+Jupyter can also be installed using a Anaconda Navigator
+
+\begin{verbatim}
+- Launching:
+    - From terminal: `jupyter notebook` or `jupyter lab`
+    - From Anaconda Navigator or VSCode
+- Navigating the interface:
+    - Tabs and file browser
+    - Kernel and terminals
+\end{verbatim}
+
+\subsection{Notebook Basics}\label{notebook-basics}
+
+\begin{itemize}
+\tightlist
+\item
+  Creating a new notebook (\texttt{.ipynb})
+\item
+  Types of cells:
+
+  \begin{itemize}
+  \tightlist
+  \item
+    Code
+  \item
+    Markdown
+  \item
+    Raw
+  \end{itemize}
+\item
+  Running a cell: \texttt{Shift\ +\ Enter}
+\item
+  Adding/removing cells
+\item
+  Restarting the kernel
+\item
+  Saving and auto-checkpoints
+\end{itemize}
+
+\subsection{Writing and Running Code}\label{writing-and-running-code}
+
+\begin{itemize}
+\tightlist
+\item
+  Python syntax: - \texttt{print("Hello,\ world!")} - Variables and
+  functions - Loops and conditionals
+\item
+  Importing libraries: - \texttt{import\ numpy\ as\ np} -
+  \texttt{import\ pandas\ as\ pd} -
+  \texttt{import\ matplotlib.pyplot\ as\ plt}
+\end{itemize}
+
+\subsection{Using Markdown}\label{using-markdown}
+
+\begin{itemize}
+\tightlist
+\item
+  Headers: \texttt{\#}, \texttt{\#\#}, \texttt{\#\#\#}
+\item
+  Bullet lists: \texttt{-\ item}
+\item
+  Numbered lists: \texttt{1.\ item}
+\item
+  Emphasis: \emph{italic}, \textbf{bold}, \texttt{monospace}
+\item
+  LaTeX equations:
+
+  \begin{itemize}
+  \tightlist
+  \item
+    Inline: \texttt{\$E\ =\ mc\^{}2\$}
+  \item
+    Block:
+    \texttt{\$\$\textbackslash{}int\_0\^{}\textbackslash{}infty\ e\^{}\{-x\^{}2\}\ dx\ =\ \textbackslash{}frac\{\textbackslash{}sqrt\{\textbackslash{}pi\}\}\{2\}\$\$}
+  \end{itemize}
+\item
+  Embedding links and images
+\end{itemize}
+
+\subsection{Interactive Widgets
+(optional)}\label{interactive-widgets-optional}
+
+Install \texttt{ipywidgets} from your package manager
+
+\begin{Shaded}
+\begin{Highlighting}[]
+\ImportTok{import}\NormalTok{ ipywidgets }\ImportTok{as}\NormalTok{ widgets}
+\NormalTok{widgets.IntSlider()}
+\end{Highlighting}
+\end{Shaded}
+
+Example using interact:
+
+\begin{Shaded}
+\begin{Highlighting}[]
+\ImportTok{from}\NormalTok{ ipywidgets }\ImportTok{import}\NormalTok{ interact}
+\NormalTok{interact(}\KeywordTok{lambda}\NormalTok{ x: x}\OperatorTok{**}\DecValTok{2}\NormalTok{, x}\OperatorTok{=}\DecValTok{5}\NormalTok{)}
+\end{Highlighting}
+\end{Shaded}
+
+\subsection{Productivity Tips}\label{productivity-tips}
+
+Here are some keyboard shortcuts to improve your productivity when
+writing in notebooks.
+
+\begin{longtable}[]{@{}ll@{}}
+\toprule\noalign{}
+Key & Action \\
+\midrule\noalign{}
+\endhead
+\bottomrule\noalign{}
+\endlastfoot
+A & insert cell above \\
+B & insert cell below \\
+M & switch to Markdown \\
+Y & switch to code \\
+\end{longtable}
+
+Magic commands: - \texttt{\%timeit}, \texttt{\%matplotlib\ inline},
+\texttt{\%\%bash} Splitting and merging cells Auto-save behavior
+
+\subsection{Exporting and Sharing}\label{exporting-and-sharing}
+
+\begin{itemize}
+\tightlist
+\item
+  File \textgreater{} Download As:
+
+  \begin{itemize}
+  \tightlist
+  \item
+    Notebook (\texttt{.ipynb})
+  \item
+    HTML
+  \item
+    PDF (requires LaTeX)
+  \item
+    Markdown
+  \end{itemize}
+\item
+  Notebooks can be saved and shared via the following services: - GitHub
+  - nbviewer.org - mybinder.org - JupyterHub
+\end{itemize}