diff --git a/syllabus/syllabus.bib b/syllabus/syllabus.bib
index 5ff8035..031fcb8 100644
--- a/syllabus/syllabus.bib
+++ b/syllabus/syllabus.bib
@@ -122,6 +122,15 @@ @misc{g2net-gravitational-wave-detection
   year      = {2021}
 }
 
+@book{Goodfellow-et-al-2016,
+  author    = {Ian Goodfellow and Yoshua Bengio and Aaron Courville},
+  note      = {\color{Orange}Note: Comprehensive, free textbook on deep learning},
+  publisher = {MIT Press},
+  title     = {Deep Learning},
+  url       = {http://www.deeplearningbook.org},
+  year      = {2016}
+}
+
 @article{Guest:2016iqz,
   archiveprefix = {arXiv},
   author        = {Guest, Daniel and Collado, Julian and Baldi, Pierre and Hsu, Shih-Chieh and Urban, Gregor and Whiteson, Daniel},
diff --git a/syllabus/syllabus.tex b/syllabus/syllabus.tex
index 0f7036e..0bdaf51 100644
--- a/syllabus/syllabus.tex
+++ b/syllabus/syllabus.tex
@@ -64,7 +64,7 @@
 \end{figure}
 
 \noindent\textbf{Instructors}:\\
-Javier Duarte, \href{mailto:jduarte@ucsd.edu}{jduarte@ucsd.edu}, OH TBD\\
+Javier Duarte, \href{mailto:jduarte@ucsd.edu}{jduarte@ucsd.edu}, OH M 11:00a--12:00p, MYR-A 5513\\
 Aobo Li, \href{mailto:aol002@ucsd.edu}{aol002@ucsd.edu}, OH TBD\\
 \noindent \textbf{Teaching assistant}: Anthony Aportela, \href{mailto:aaportel@ucsd.edu}{aaportel@ucsd.edu}, OH TBD\\
 
@@ -97,7 +97,7 @@
 	\begin{tabular}{|l|c|l|m{60mm}|}
 		\hline
 		Lecture    & MWF         & 10--10:50a   & PCYNH	121, Zoom \href{https://ucsd.zoom.us/j/96613284864}{96613284864} \\\hline
-		Final exam & M 6/10/2025 & 8:00a-10:59p & Location TBD, Zoom TBD                                                 \\\hline
+		Final exam & M 6/10/2024 & 8:00a-10:59p & Location TBD, Zoom TBD                                                 \\\hline
 	\end{tabular}
 \end{center}
 
@@ -309,7 +309,7 @@
 \textbf{Textbooks:}
 
 \newrefsection
-\nocite{Mehta:2019,Abu-Mostafa:2012,Erdman:2021,Zeljko:2014,Calafiura:2022,Chollet:2021}
+\nocite{Mehta:2019,Abu-Mostafa:2012,Erdman:2021,Zeljko:2014,Calafiura:2022,Chollet:2021,Goodfellow-et-al-2016}
 \printbibliography[heading=none]
 
 \textbf{Videos:}