From 397ba81d210dad7331626e4bbaccfca3b745576c Mon Sep 17 00:00:00 2001
From: Christian Kolset <christian.kolset@gmail.com>
Date: Wed, 5 Nov 2025 10:13:24 -0700
Subject: Removed book/ from tracking

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-\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}
-
-Jupyter Notebooks can be installed either from the Anaconda Navigator
-home page or directly from your Conda terminal.
-
-Terminal: \texttt{conda\ install\ conda-forge::jupyterlab}
-
-\subsection{Notebook Basics}\label{notebook-basics}
-
-Jupyter Notebooks are files which allows you to combine \emph{Code} and
-\emph{Markdown} cells in one single document. The code cells, allow you
-to interactively run python code and print and plot data in your
-document. If you wish to update or change data your code you can re-run
-the cell to update the output. The markdown cells allows you to write
-text, titles and insert images in your documentation using the markup
-language \emph{Markdown}.
-
-To start a new notebook select
-\texttt{File\ \textgreater{}\ New\ \textgreater{}\ Notebook} or right
-click the file browser and select \texttt{New\ notebook}, this will
-prompt you to select a kernel (the Jupyter notebook ``engine''). For
-now, just select the default Kernel 3. This will start a new fresh
-kernel for us to use. Next, it's recommended to rename the file.
-
-Now that we have a blank notebook we can start to add cells. Add a cell
-and change the type to Markdown. Add a title with the hash symbol
-(\texttt{\#}). As shown below.
-
-\begin{Shaded}
-\begin{Highlighting}[]
-\FunctionTok{\# Title here}
-\end{Highlighting}
-\end{Shaded}
-
-Press \texttt{Shift\ +\ Enter} to run the cell. You just entered created
-your first markdown cell. Now let's do the same but instead select code
-as the cell type, we're going to add some python code to the document.
-
-\begin{Shaded}
-\begin{Highlighting}[]
-\NormalTok{x }\OperatorTok{=} \DecValTok{4}
-\NormalTok{y }\OperatorTok{=} \DecValTok{3}
-
-\NormalTok{x}\OperatorTok{**}\DecValTok{2}\OperatorTok{+}\DecValTok{2}\OperatorTok{*}\NormalTok{y}
-\end{Highlighting}
-\end{Shaded}
-
-Again, run the cell and see what happens. You should've gotten an output
-of \texttt{22}. You can now use the notebook as a calculator, but there
-is so much more we can do.
-
-The order of running code matters. Think of the code cells as code
-snippets. Every time you run a cell variable will be updated. This means
-that the current state of all variables, functions, and imports depends
-on the history of what cells have been executed and in what order. In
-other words, if you run a later cell before running an earlier one that
-defines a variable or function it needs, you will get an error. If you
-change a variable in one cell and rerun it, that new value immediately
-affects the results of any cells that use that variable afterward ---
-but not any previously run results unless you rerun them too. Variables
-and imports persist in memory between cells, but only based on the
-current session state --- if you restart the kernel, you lose all
-previous definitions unless you re-run the necessary cells. Therefore,
-let's press the \texttt{Restart\ the\ kernel} button on the top window.3
-
-Because of this, it's best practice to; Run cells in order, restart the
-kernel and run all cells
-(\texttt{Kernel\ -\textgreater{}\ Restart\ \&\ Run\ All}) to make sure
-everything works cleanly and predictably and lastly, initialize
-important variables or imports in early cells, so they are always
-defined before they are needed.
-
-\subsection{Making your document look good with
-Markdown}\label{making-your-document-look-good-with-markdown}
-
-Creating titles or headers is done with the hash symbol. The number of
-hashes determines whether it's a sub-title \texttt{\#}, \texttt{\#\#},
-\texttt{\#\#\#}
-
-\subsubsection{Lists}\label{lists}
-
-There are two types of list in - Bullet lists: \texttt{-\ item} -
-Numbered lists: \texttt{1.\ item} \#\#\# Style - Emphasis:
-\emph{italic}, \textbf{bold}, \texttt{monospace}
-
-\subsubsection{Mathematical Equation}\label{mathematical-equation}
-
-Markdown supports LaTeX format equations. Inline equation is opened and
-closed with a single \texttt{\$}. For a block math a double
-\texttt{\$\$} is used instead of single.
-
-\begin{itemize}
-\tightlist
-\item
-  Inline: This equation is inline \texttt{\$E\ =\ mc\^{}2\$} in with the
-  markdown text.
-\item
-  Block: Whilst this is a block:
-  \texttt{\$\$\textbackslash{}int\_0\^{}\textbackslash{}infty\ e\^{}\{-x\^{}2\}\ dx\ =\ \textbackslash{}frac\{\textbackslash{}sqrt\{\textbackslash{}pi\}\}\{2\}\$\$}
-\end{itemize}
-
-\subsubsection{Links and images}\label{links-and-images}
-
-You can insert links to a different local file or online urls like this:
-{[}Link{]}(file.md). I insert an image it's the same however start with
-an exclamation mark \texttt{!} like this: !{[}Image
-Caption{]}(picture.png)
-
-\subsection{Exporting and Sharing}\label{exporting-and-sharing}
-
-To export your notebook go to
-
-\texttt{File} \textgreater{} \texttt{Download\ As}
-
-You can then select these options.
-
-\begin{itemize}
-\tightlist
-\item
-  Notebook (\texttt{.ipynb})
-\item
-  HTML
-\item
-  PDF (requires LaTeX)
-\item
-  Markdown
-\end{itemize}
-
-For homework assignments, download an HTML version of your document,
-then from your browser, save or print as a PDF. Alternatively, you can
-install the LaTeX typesetting system and export your document directly
-as PDF from jupyter.
-- 
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