diff --git a/md5sum.txt b/md5sum.txt
index 0d1e38c..e84c44e 100644
--- a/md5sum.txt
+++ b/md5sum.txt
@@ -1,21 +1,21 @@
 "file" "checksum" "built" "date"
-"CODE_OF_CONDUCT.md" "c93c83c630db2fe2462240bf72552548" "site/built/CODE_OF_CONDUCT.md" "2024-07-16"
-"LICENSE.md" "b24ebbb41b14ca25cf6b8216dda83e5f" "site/built/LICENSE.md" "2024-07-16"
-"config.yaml" "66434b0d18fcfa583a5eedaffd37d1b2" "site/built/config.yaml" "2024-07-16"
-"index.md" "56ca447393f1b7502cb1f9061a77c613" "site/built/index.md" "2024-07-16"
-"links.md" "8184cf4149eafbf03ce8da8ff0778c14" "site/built/links.md" "2024-07-16"
-"episodes/introduction.Rmd" "980dbcddaf67f5778b2795dd83e90908" "site/built/introduction.md" "2024-07-16"
-"episodes/accessing.Rmd" "174fc5eea2e631b86a727a98c8f65a3b" "site/built/accessing.md" "2024-07-16"
-"episodes/getting_started.Rmd" "6e0e81479c7936b50ba5e0856531c549" "site/built/getting_started.md" "2024-07-16"
-"episodes/functions.Rmd" "5398d36efa2d592e897ad1fac0376680" "site/built/functions.md" "2024-07-16"
-"episodes/licenses.Rmd" "40380ecc9e194493e11fff82c091ea2f" "site/built/licenses.md" "2024-07-16"
-"episodes/testing.Rmd" "68192f18ae924b59c7c99f1b93fc5605" "site/built/testing.md" "2024-07-16"
-"episodes/dependencies.Rmd" "bed23d0600dcc1a18cb795716f7d07dc" "site/built/dependencies.md" "2024-07-16"
-"episodes/documentation.Rmd" "98db3dd50047413d06bec69b98c9b004" "site/built/documentation.md" "2024-07-16"
-"episodes/data.Rmd" "b92bad35fae9678b1042363ebbab8f8f" "site/built/data.md" "2024-07-16"
-"episodes/vignettes.Rmd" "d77a96463c1b75e578d9200b469fa125" "site/built/vignettes.md" "2024-07-16"
-"instructors/instructor-notes.md" "cc9ab489802be03c83cbc33020fe7bee" "site/built/instructor-notes.md" "2024-07-16"
-"learners/setup.md" "4f8f0b0ae861c1c4790858e99f8ae948" "site/built/setup.md" "2024-07-16"
-"learners/reference.md" "3a844fb8aae0eefec9b18011a24768da" "site/built/reference.md" "2024-07-16"
-"profiles/learner-profiles.md" "60fee4a7a98e7955e6b3d14a5185e28b" "site/built/learner-profiles.md" "2024-07-16"
-"renv/profiles/lesson-requirements/renv.lock" "7d711c526ece4f7c663cc4db717aab60" "site/built/renv.lock" "2024-07-16"
+"CODE_OF_CONDUCT.md" "c93c83c630db2fe2462240bf72552548" "site/built/CODE_OF_CONDUCT.md" "2024-07-23"
+"LICENSE.md" "b24ebbb41b14ca25cf6b8216dda83e5f" "site/built/LICENSE.md" "2024-07-23"
+"config.yaml" "66434b0d18fcfa583a5eedaffd37d1b2" "site/built/config.yaml" "2024-07-23"
+"index.md" "56ca447393f1b7502cb1f9061a77c613" "site/built/index.md" "2024-07-23"
+"links.md" "8184cf4149eafbf03ce8da8ff0778c14" "site/built/links.md" "2024-07-23"
+"episodes/introduction.Rmd" "980dbcddaf67f5778b2795dd83e90908" "site/built/introduction.md" "2024-07-23"
+"episodes/accessing.Rmd" "174fc5eea2e631b86a727a98c8f65a3b" "site/built/accessing.md" "2024-07-23"
+"episodes/getting_started.Rmd" "6e0e81479c7936b50ba5e0856531c549" "site/built/getting_started.md" "2024-07-23"
+"episodes/functions.Rmd" "5398d36efa2d592e897ad1fac0376680" "site/built/functions.md" "2024-07-23"
+"episodes/licenses.Rmd" "40380ecc9e194493e11fff82c091ea2f" "site/built/licenses.md" "2024-07-23"
+"episodes/testing.Rmd" "68192f18ae924b59c7c99f1b93fc5605" "site/built/testing.md" "2024-07-23"
+"episodes/dependencies.Rmd" "bed23d0600dcc1a18cb795716f7d07dc" "site/built/dependencies.md" "2024-07-23"
+"episodes/documentation.Rmd" "98db3dd50047413d06bec69b98c9b004" "site/built/documentation.md" "2024-07-23"
+"episodes/data.Rmd" "b92bad35fae9678b1042363ebbab8f8f" "site/built/data.md" "2024-07-23"
+"episodes/vignettes.Rmd" "d77a96463c1b75e578d9200b469fa125" "site/built/vignettes.md" "2024-07-23"
+"instructors/instructor-notes.md" "cc9ab489802be03c83cbc33020fe7bee" "site/built/instructor-notes.md" "2024-07-23"
+"learners/setup.md" "4f8f0b0ae861c1c4790858e99f8ae948" "site/built/setup.md" "2024-07-23"
+"learners/reference.md" "3a844fb8aae0eefec9b18011a24768da" "site/built/reference.md" "2024-07-23"
+"profiles/learner-profiles.md" "60fee4a7a98e7955e6b3d14a5185e28b" "site/built/learner-profiles.md" "2024-07-23"
+"renv/profiles/lesson-requirements/renv.lock" "8e4bbabf7ca1b4067b3e3968ebac0a92" "site/built/renv.lock" "2024-07-23"