diff --git a/commands/aws.ipynb b/commands/aws.ipynb
index ae5e836..8524577 100644
--- a/commands/aws.ipynb
+++ b/commands/aws.ipynb
@@ -1,7 +1,7 @@
 {
  "metadata": {
   "name": "",
-  "signature": "sha256:cbe332e49ee1a97b7e73961a5b49d8f32b4b13da36145a34bb8ecb72d5843320"
+  "signature": "sha256:f59ffce0eaf78612d7d3a80cbeded6c9da4ff5cb53efa49c1d2ce8cba1663c8c"
  },
  "nbformat": 3,
  "nbformat_minor": 0,
@@ -129,7 +129,6 @@
      "metadata": {},
      "outputs": []
     },
-
     {
      "cell_type": "markdown",
      "metadata": {},
@@ -230,6 +229,102 @@
      "language": "python",
      "metadata": {},
      "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "## Setup s3-parallel-put\n",
+      "\n",
+      "s3-parallel-put is a great tool for uploading multiple files to S3 in parallel."
+     ]
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Install package dependencies:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "sudo apt-get install boto\n",
+      "sudo apt-get install git"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Clone the s3-parallel-put repo:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "git clone https://github.com/twpayne/s3-parallel-put.git"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Setup AWS keys for s3-parallel-put:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "export AWS_ACCESS_KEY_ID=XXX\n",
+      "export AWS_SECRET_ACCESS_KEY=XXX"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Sample usage:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "s3-parallel-put --bucket=bucket --prefix=PREFIX SOURCE"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
+    },
+    {
+     "cell_type": "markdown",
+     "metadata": {},
+     "source": [
+      "Dry run of putting files in the current directory on S3 with the given S3 prefix, do not check first if they exist:"
+     ]
+    },
+    {
+     "cell_type": "code",
+     "collapsed": false,
+     "input": [
+      "s3-parallel-put --bucket=bucket --host=s3.amazonaws.com --put=stupid --dry-run --prefix=prefix/ ./"
+     ],
+     "language": "python",
+     "metadata": {},
+     "outputs": []
     }
    ],
    "metadata": {}