\documentclass[aspectratio=169]{beamer}
\title{Presentation 4}
\subtitle{Final Presentation}
\author{CS460/660 - Machine Learning}
\date{16--17 Nov 2026}
\begin{document}
\begin{frame}{Base paper and problem setup}
\begin{itemize}
  \item Base paper and motivation
  \item What is already solved?
  \item Input and output
  \item Dataset and preprocessing
\end{itemize}
\end{frame}
\begin{frame}{Research question and tentative timeline}
\begin{itemize}
  \item What problem are you asking?
  \item Scope, assumptions, and expected contribution
  \item Tentative deliverables and dates
\end{itemize}
\end{frame}
\begin{frame}{Presentation 2 summary}
\begin{itemize}
  \item Attempts made and reasons for them
  \item Results, failures, and lessons learned
  \item Updated timeline
\end{itemize}
\end{frame}
\begin{frame}{Presentation 3 summary}
\begin{itemize}
  \item Current method and results
  \item Updates, limitations, and remaining work
\end{itemize}
\end{frame}
\begin{frame}{Final results}
\begin{itemize}
  \item Main results and comparisons
  \item Figures, tables, and key observations
\end{itemize}
\end{frame}
\begin{frame}{Method and implementation}
\begin{itemize}
  \item Final method and design choices
  \item Implementation and reproducibility details
\end{itemize}
\end{frame}
\begin{frame}{Analysis}
\begin{itemize}
  \item Error analysis and interpretation
  \item Ablation, comparison, or robustness analysis
\end{itemize}
\end{frame}
\begin{frame}{Limitations}
\begin{itemize}
  \item Limitations and practical considerations
  \item What the results do not establish
\end{itemize}
\end{frame}
\begin{frame}{Conclusion}
\begin{itemize}
  \item Answer to the research question
  \item Main contribution and takeaways
\end{itemize}
\end{frame}
\begin{frame}{Final checklist}
\begin{itemize}
  \item Explain every figure and result
  \item Be ready for viva questions
  \item Final report: 2 pages
\end{itemize}
\end{frame}
\end{document}
