diff --git a/06-tools-galaxy.Rmd b/06-tools-galaxy.Rmd
index b912a39..083e41e 100644
--- a/06-tools-galaxy.Rmd
+++ b/06-tools-galaxy.Rmd
@@ -1,6 +1,6 @@
 # Galaxy
 
-One of the analysis platforms available on AnVIL is Galaxy. This platform offers a graphical interface for thousands of tools(https://anvilproject.org/learn/interactive-analysis/getting-started-with-galaxy). This chapter focuses on launching and highlighting a few features for Galaxy.
+One of the analysis platforms available on AnVIL is Galaxy. This platform offers a graphical interface for thousands of tools. This chapter focuses on launching and highlighting a few features for [Galaxy](https://anvilproject.org/learn/run-interactive-analyses/getting-started-with-galaxy).
 
 ## Galaxy: Video tutorial
 
diff --git a/06-tools-jupyter-notebook.Rmd b/06-tools-jupyter-notebook.Rmd
index c780278..63ed86d 100644
--- a/06-tools-jupyter-notebook.Rmd
+++ b/06-tools-jupyter-notebook.Rmd
@@ -1,6 +1,6 @@
 # Jupyter Notebook
 
-One of the analysis platforms available on AnVIL is Jupyter Notebook. This platform offers accessible analysis reports incorporating multiple languages in the case of [Jupyter](https://anvilproject.org/learn/interactive-analysis/getting-started-with-jupyter-notebooks). This chapter focuses on launching and highlighting a few features for Jupyter Notebook.
+One of the analysis platforms available on AnVIL is Jupyter Notebook. This platform offers accessible analysis reports incorporating multiple languages in the case of [Jupyter](https://anvilproject.org/learn/run-interactive-analyses/getting-started-with-jupyter-notebooks). This chapter focuses on launching and highlighting a few features for Jupyter Notebook.
 
 ## Jupyter Notebook: Video tutorial
 
diff --git a/06-tools-rstudio.Rmd b/06-tools-rstudio.Rmd
index eadcda2..8499a3e 100644
--- a/06-tools-rstudio.Rmd
+++ b/06-tools-rstudio.Rmd
@@ -1,6 +1,6 @@
 # RStudio
 
-One of the analysis platforms available on AnVIL is RStudio. This platform offers rich genomics support through [Bioconductor](https://anvilproject.org/learn/interactive-analysis/getting-started-with-bioconductor). This chapter focuses on launching and highlighting a few features for RStudio.
+One of the analysis platforms available on AnVIL is RStudio. This platform offers rich genomics support through [Bioconductor](https://anvilproject.org/learn/run-interactive-analyses/getting-started-with-bioconductor). This chapter focuses on launching and highlighting a few features for RStudio.
 
 ## RStudio: Video tutorial
 
diff --git a/09-faqs.Rmd b/09-faqs.Rmd
index 9873661..1b81818 100644
--- a/09-faqs.Rmd
+++ b/09-faqs.Rmd
@@ -16,7 +16,7 @@
 ### What Data Is Available?
 
 - Browse the [Data Dashboard](https://anvilproject.org/data)
-- [Request access](https://anvilproject.org/learn/accessing-data/requesting-data-access) if necessary for Controlled Access Data or Consortia Access Data
+- [Request access](https://anvilproject.org/learn/find-data/requesting-data-access) if necessary for Controlled Access Data or Consortia Access Data
 - [Bring Your Own Data](https://jhudatascience.org/AnVIL_Book_Getting_Started/bring-your-own-data.html)
 
 ### How Do I Perform an Analysis?