diff --git a/_lectures/lecture1.md b/_lectures/lecture01.md
similarity index 97%
rename from _lectures/lecture1.md
rename to _lectures/lecture01.md
index 9687e56..f7d2250 100644
--- a/_lectures/lecture1.md
+++ b/_lectures/lecture01.md
@@ -1,6 +1,6 @@
 ---
 title: "Lecture 1"
-id: 1
+id: "01"
 notes: "/assets/lectures/lecture_1_notes.pdf"
 slides: "https://www.dropbox.com/scl/fi/f0pjmx1iyzgmo8st83zet/broderick_lecture_01_share.pdf?rlkey=fz6ld671fgjctvy27ofp0c54i&e=1&dl=0"
 recording: "https://mit.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=6f9530ff-4878-4a3e-bef3-b1d800ddc24c"
diff --git a/_lectures/lecture2.md b/_lectures/lecture02.md
similarity index 97%
rename from _lectures/lecture2.md
rename to _lectures/lecture02.md
index c7f7ee6..8b9d0bd 100644
--- a/_lectures/lecture2.md
+++ b/_lectures/lecture02.md
@@ -1,6 +1,6 @@
 ---
 title: "Lecture 2"
-id: 2
+id: "02"
 notes: "/assets/lectures/lecture_2_notes.pdf"
 slides: "https://www.dropbox.com/scl/fi/48pxfo0olm4l2zw3lkqp8/broderick_lecture_02_share.pdf?rlkey=y7o1byvfqhyajz0mq1fip559r&e=1&dl=0"
 recording: "https://mit.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e52e2051-56b4-4d96-a46b-b1d800ddc2aa"
diff --git a/_lectures/lecture3.md b/_lectures/lecture03.md
similarity index 96%
rename from _lectures/lecture3.md
rename to _lectures/lecture03.md
index a0049c7..2b8ef55 100644
--- a/_lectures/lecture3.md
+++ b/_lectures/lecture03.md
@@ -1,6 +1,6 @@
 ---
 title: "Lecture 3"
-id: 3
+id: "03"
 notes: "/assets/lectures/lecture_3_notes.pdf"
 slides: "https://www.dropbox.com/scl/fi/4bsklelwh79h03fxgu422/broderick_lecture_03_share.pdf?rlkey=i8rkxwikihypjot2jaugj4exd&dl=0"
 # recording: "https://canvas.mit.edu/courses/28217/external_tools/369"
diff --git a/_lectures/lecture4.md b/_lectures/lecture04.md
similarity index 96%
rename from _lectures/lecture4.md
rename to _lectures/lecture04.md
index 5a00a33..596fef7 100644
--- a/_lectures/lecture4.md
+++ b/_lectures/lecture04.md
@@ -1,6 +1,6 @@
 ---
 title: "Lecture 4"
-id: 4
+id: "04"
 notes: "/assets/lectures/lecture_4_notes.pdf"
 slides: "https://www.dropbox.com/scl/fi/9ormttz9q7jb8bn2uqs01/broderick_lecture_04_share.pdf?rlkey=dst9e0bn9r3vsul1thflk8he7&dl=0"
 # recording: "https://canvas.mit.edu/courses/28217/external_tools/369"
diff --git a/_lectures/lecture5.md b/_lectures/lecture05.md
similarity index 96%
rename from _lectures/lecture5.md
rename to _lectures/lecture05.md
index 1c46501..d295116 100644
--- a/_lectures/lecture5.md
+++ b/_lectures/lecture05.md
@@ -1,6 +1,6 @@
 ---
 title: "Lecture 5"
-id: 5
+id: "05"
 notes: "/assets/lectures/lecture_5_notes.pdf"
 slides: "https://www.dropbox.com/scl/fi/osaiuvujk7ks1erl55fjh/broderick_lecture_05_share.pdf?rlkey=85usmjpi495i3lftl28awar25&dl=0"
 # recording: "https://canvas.mit.edu/courses/28217/external_tools/369"
diff --git a/_lectures/lecture6.md b/_lectures/lecture06.md
similarity index 96%
rename from _lectures/lecture6.md
rename to _lectures/lecture06.md
index 285a5c2..4daabf6 100644
--- a/_lectures/lecture6.md
+++ b/_lectures/lecture06.md
@@ -1,6 +1,6 @@
 ---
 title: "Lecture 6"
-id: 6
+id: "06"
 notes: "/assets/lectures/lecture_6_notes.pdf"
 slides: "https://www.dropbox.com/scl/fi/n4hwo2u9k7ydwkowx1dr1/broderick_lecture_06_share.pdf?rlkey=pb51yw2whfs0qecq92t6z1nn6&dl=0"
 # recording: "https://canvas.mit.edu/courses/28217/external_tools/369"
diff --git a/_lectures/lecture7.md b/_lectures/lecture07.md
similarity index 96%
rename from _lectures/lecture7.md
rename to _lectures/lecture07.md
index abf85e9..93b7bea 100644
--- a/_lectures/lecture7.md
+++ b/_lectures/lecture07.md
@@ -1,6 +1,6 @@
 ---
 title: "Lecture 7"
-id: 7
+id: "07"
 notes: "/assets/lectures/lecture_7_notes.pdf"
 slides: "https://www.dropbox.com/scl/fi/qlf8w94h67mvyrvxri5fn/broderick_lecture_07_share.pdf?rlkey=8vehd6ixs3mpklich6y53p1iw&dl=0"
 # recording: "https://canvas.mit.edu/courses/28217/external_tools/369"
diff --git a/_lectures/lecture8.md b/_lectures/lecture08.md
similarity index 80%
rename from _lectures/lecture8.md
rename to _lectures/lecture08.md
index cff1db7..267f226 100644
--- a/_lectures/lecture8.md
+++ b/_lectures/lecture08.md
@@ -1,7 +1,7 @@
 ---
 title: "Lecture 8"
-id: 8
-# notes: "/assets/lectures/lecture_5_notes.pdf"
+id: "08"
+notes: "/assets/lectures/lecture_8_notes.pdf"
 slides: "https://www.dropbox.com/scl/fi/m4t7wt7o03ej2xs7jjh5l/lecture_8_slides.pdf?rlkey=lw7bqw7f6ep4x7eeze3scsu94&st=vrra3kkm&dl=0"
 # recording: "https://canvas.mit.edu/courses/28217/external_tools/369"
 ---
diff --git a/_lectures/lecture9.md b/_lectures/lecture09.md
similarity index 80%
rename from _lectures/lecture9.md
rename to _lectures/lecture09.md
index bb8ee2d..b1d6245 100644
--- a/_lectures/lecture9.md
+++ b/_lectures/lecture09.md
@@ -1,7 +1,7 @@
 ---
 title: "Lecture 9"
-id: 9
-# notes: "/assets/lectures/lecture_5_notes.pdf"
+id: "09"
+notes: "/assets/lectures/lecture_9_notes.pdf"
 slides: "https://www.dropbox.com/scl/fi/5axnes52r8bzndqdnsysq/lecture_9_slides.pdf?rlkey=df8kbudofkfv8phq63ct43cz5&st=6mu07lil&dl=0"
 # recording: "https://canvas.mit.edu/courses/28217/external_tools/369"
 ---
diff --git a/_lectures/lecture10.md b/_lectures/lecture10.md
new file mode 100644
index 0000000..4ba8abc
--- /dev/null
+++ b/_lectures/lecture10.md
@@ -0,0 +1,7 @@
+---
+title: "Lecture 10"
+id: "10"
+# notes: "/assets/lectures/lecture_9_notes.pdf"
+slides: "https://www.dropbox.com/scl/fi/2fp38b865r8kuw1fogpnz/lecture_10_slides.pdf?rlkey=nal46dx7tjxkngrc262asy1zm&st=q1narkm9&dl=0"
+# recording: "https://canvas.mit.edu/courses/28217/external_tools/369"
+---
diff --git a/assets/lectures/lecture_8_notes.pdf b/assets/lectures/lecture_8_notes.pdf
new file mode 100644
index 0000000..6a770c9
Binary files /dev/null and b/assets/lectures/lecture_8_notes.pdf differ
diff --git a/assets/lectures/lecture_9_notes.pdf b/assets/lectures/lecture_9_notes.pdf
new file mode 100644
index 0000000..c9d1d15
Binary files /dev/null and b/assets/lectures/lecture_9_notes.pdf differ
diff --git a/main/Lectures.md b/main/Lectures.md
index 58bec38..d22f3aa 100644
--- a/main/Lectures.md
+++ b/main/Lectures.md
@@ -7,7 +7,7 @@ nav_order: 2
 
 Lecture recordings are uploaded to [Panopto](https://mit.hosted.panopto.com/Panopto/Pages/Sessions/List.aspx#folderID=%22b2079bc7-0ca3-4fdf-a3e5-b1d4014c37ee%22).
 
-{% assign limit_value = 9 %}  <!-- Set this to the number of lectures to display-->
+{% assign limit_value = 10 %}  <!-- Set this to the number of lectures to display-->
 {% assign sorted_lectures = site.lectures | sort: 'id' %}
 {% assign filtered_lectures = sorted_lectures | slice: 0, limit_value %}