diff --git a/4_mstis_sampling_tutorial.ipynb b/4_mstis_sampling_tutorial.ipynb
index 116bbed..81290e0 100644
--- a/4_mstis_sampling_tutorial.ipynb
+++ b/4_mstis_sampling_tutorial.ipynb
@@ -219,9 +219,9 @@
    "source": [
     "# some aspects of storage depend on Python version\n",
     "if sys.version_info > (3,):\n",
-    "    filename = \"mstis_bootstrap_py3.nc\"\n",
+    "    filename = \"./inputs/mstis_bootstrap_py3.nc\"\n",
     "else:\n",
-    "    filename = \"mstis_bootstrap_py2.nc\""
+    "    filename = \"./inputs/mstis_bootstrap_py2.nc\""
    ]
   },
   {
diff --git a/5_advanced_customize_shooting.ipynb b/5_advanced_customize_shooting.ipynb
index 8cf72b0..5e2819a 100644
--- a/5_advanced_customize_shooting.ipynb
+++ b/5_advanced_customize_shooting.ipynb
@@ -49,7 +49,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "storage = paths.Storage(\"2_state_toy.nc\", mode='r')\n",
+    "storage = paths.Storage(\"./inputs/2_state_toy.nc\", mode='r')\n",
     "state_A = storage.volumes['A']\n",
     "state_B = storage.volumes['B']\n",
     "cv = storage.cvs['x']\n",
diff --git a/README.md b/README.md
index aa45b00..d1f9b06 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,7 @@
+[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/openpathsampling/ops_tutorial/HEAD?urlpath=lab)
+![Tests](https://github.com/openpathsampling/ops_tutorial/workflows/Tests/badge.svg)
+![GitHub last commit](https://img.shields.io/github/last-commit/openpathsampling/ops_tutorial)
+
 # OpenPathSampling Alanine Dipeptide Tutorial
 
 This is an introductory tutorial for OpenPathSampling, and is generally the
@@ -23,6 +27,12 @@ and
 
 ## Requirements
 
+If you'd prefer not to install things locally, you can try out the tutorial
+using [this Binder
+link](https://mybinder.org/v2/gh/openpathsampling/ops_tutorial/HEAD?urlpath=lab).
+Performance is likely to be better on your own computer than on Binder, but
+Binder is useful if you can't/don't want to install the software.
+
 ### Software
 
 Note that OpenPathSampling does not support Windows; if you're using a Windows
@@ -90,12 +100,17 @@ Notebook 4 is optional, and has no exercises in it. It provides setup for a
 very different kind of system (a 2D toy model), and illustrates that the
 overall setup process is the same, regardless of the underlying engine.
 
+Notebook 5 contains some more advanced exercises related to TIS, and also shows
+how to use the OPS command line interface. In addition to the requirements
+listed above, it requires installation of `openpathsampling-cli`.
+
 ## History
 
 This tutorial has been used in multiple classes and workshops, including
 several E-CAM Extended Software Development Workshops (Leiden, The Netherlands,
-2017; Lyon, France, 2019), and Master's-level courses in Biomolecular
-Simulation at the University of Amsterdam (2017--2019).
+2017; Lyon, France, 2019), Master's-level courses in Biomolecular Simulation at
+the University of Amsterdam (since 2017), and the CECAM flagship school MolSim
+(2021).
 
 This tutorial was developed with financial support from the European Union's
 Horizon 2020 research and innovation program, under grant agreement No. 676531
diff --git a/2_state_toy.nc b/inputs/2_state_toy.nc
similarity index 100%
rename from 2_state_toy.nc
rename to inputs/2_state_toy.nc
diff --git a/mstis_bootstrap_py2.nc b/inputs/mstis_bootstrap_py2.nc
similarity index 100%
rename from mstis_bootstrap_py2.nc
rename to inputs/mstis_bootstrap_py2.nc
diff --git a/mstis_bootstrap_py3.nc b/inputs/mstis_bootstrap_py3.nc
similarity index 100%
rename from mstis_bootstrap_py3.nc
rename to inputs/mstis_bootstrap_py3.nc